These publications are updated through August, 2024, and profiled in the Our Journey. The next update will come when the 2025 Our Journey is published, which will be around the Global Symposium.
1. Stang PE, Ryan PB, Racoosin JA, Overhage JM, Hartzema AG, Reich C, Welebob E, Scarnecchia T, Woodcock J. Advancing the science for active surveillance: rationale and design for the Observational Medical Outcomes Partnership. Ann Intern Med. 2010;153(9):600-6. doi: 10.7326/0003-4819-153-9-201011020-00010. PubMed PMID: 21041580.
2. Schuemie MJ. Methods for drug safety signal detection in longitudinal observational databases: LGPS and LEOPARD. Pharmacoepidemiol Drug Saf. 2011;20(3):292-9. Epub 20101013. doi: 10.1002/pds.2051. PubMed PMID: 20945505.
3. Madigan D, Ryan P. What can we really learn from observational studies?: the need for empirical assessment of methodology for active drug safety surveillance and comparative effectiveness research. Epidemiology. 2011;22(5):629-31. doi: 10.1097/EDE.0b013e318228ca1d. PubMed PMID: 21811110.
4. Overhage JM, Ryan PB, Reich CG, Hartzema AG, Stang PE. Validation of a common data model for active safety surveillance research. J Am Med Inform Assoc. 2012;19(1):54-60. Epub 20111028. doi: 10.1136/amiajnl-2011-000376. PubMed PMID: 22037893; PubMed Central PMCID: PMC3240764.
5. Carnahan RM, Moores KG. Mini-Sentinel’s systematic reviews of validated methods for identifying health outcomes using administrative and claims data: methods and lessons learned. Pharmacoepidemiol Drug Saf. 2012;21 Suppl 1:82-9. doi: 10.1002/pds.2321. PubMed PMID: 22262596.
6. Reich C, Ryan PB, Stang PE, Rocca M. Evaluation of alternative standardized terminologies for medical conditions within a network of observational healthcare databases. J Biomed Inform. 2012;45(4):689-96. Epub 20120607. doi: 10.1016/j.jbi.2012.05.002. PubMed PMID: 22683994.
7. Kahn MG, Raebel MA, Glanz JM, Riedlinger K, Steiner JF. A pragmatic framework for single-site and multisite data quality assessment in electronic health record-based clinical research. Med Care. 2012;50 Suppl(0):S21-9. doi: 10.1097/MLR.0b013e318257dd67. PubMed PMID: 22692254; PubMed Central PMCID: PMC3833692.
8. Schuemie MJ, Coloma PM, Straatman H, Herings RM, Trifirò G, Matthews JN, Prieto-Merino D, Molokhia M, Pedersen L, Gini R, Innocenti F, Mazzaglia G, Picelli G, Scotti L, van der Lei J, Sturkenboom MC. Using electronic health care records for drug safety signal detection: a comparative evaluation of statistical methods. Med Care. 2012;50(10):890-7. doi: 10.1097/MLR.0b013e31825f63bf. PubMed PMID: 22929992.
9. Ryan PB, Madigan D, Stang PE, Overhage JM, Racoosin JA, Hartzema AG. Empirical assessment of methods for risk identification in healthcare data: results from the experiments of the Observational Medical Outcomes Partnership. Stat Med. 2012;31(30):4401-15. Epub 20120927. doi: 10.1002/sim.5620. PubMed PMID: 23015364.
10. Zorych I, Madigan D, Ryan P, Bate A. Disproportionality methods for pharmacovigilance in longitudinal observational databases. Stat Methods Med Res. 2013;22(1):39-56. Epub 20110830. doi: 10.1177/0962280211403602. PubMed PMID: 21878461.
11. Zhou X, Murugesan S, Bhullar H, Liu Q, Cai B, Wentworth C, Bate A. An evaluation of the THIN database in the OMOP Common Data Model for active drug safety surveillance. Drug Saf. 2013;36(2):119-34. doi: 10.1007/s40264-012-0009-3. PubMed PMID: 23329543.
12. Defalco FJ, Ryan PB, Soledad Cepeda M. Applying standardized drug terminologies to observational healthcare databases: a case study on opioid exposure. Health Serv Outcomes Res Methodol. 2013;13(1):58-67. Epub 20121027. doi: 10.1007/s10742-012-0102-1. PubMed PMID: 23396660; PubMed Central PMCID: PMC3566397.
13. Li X, Hui S, Ryan P, Rosenman M, Overhage M. Statistical visualization for assessing performance of methods for safety surveillance using electronic databases. Pharmacoepidemiol Drug Saf. 2013;22(5):503-9. Epub 20130214. doi: 10.1002/pds.3419. PubMed PMID: 23408560.
14. Harpaz R, DuMouchel W, LePendu P, Bauer-Mehren A, Ryan P, Shah NH. Performance of pharmacovigilance signal-detection algorithms for the FDA adverse event reporting system. Clin Pharmacol Ther. 2013;93(6):539-46. Epub 20130211. doi: 10.1038/clpt.2013.24. PubMed PMID: 23571771; PubMed Central PMCID: PMC3857139.
15. Madigan D, Ryan PB, Schuemie M, Stang PE, Overhage JM, Hartzema AG, Suchard MA, DuMouchel W, Berlin JA. Evaluating the impact of database heterogeneity on observational study results. Am J Epidemiol. 2013;178(4):645-51. Epub 20130505. doi: 10.1093/aje/kwt010. PubMed PMID: 23648805; PubMed Central PMCID: PMC3736754.
16. Katz AJ, Ryan PB, Racoosin JA, Stang PE. Assessment of case definitions for identifying acute liver injury in large observational databases. Drug Saf. 2013;36(8):651-61. doi: 10.1007/s40264-013-0060-8. PubMed PMID: 23670723.
17. Ogunyemi OI, Meeker D, Kim HE, Ashish N, Farzaneh S, Boxwala A. Identifying appropriate reference data models for comparative effectiveness research (CER) studies based on data from clinical information systems. Med Care. 2013;51(8 Suppl 3):S45-52. doi: 10.1097/MLR.0b013e31829b1e0b. PubMed PMID: 23774519.
18. Simpson SE, Madigan D, Zorych I, Schuemie MJ, Ryan PB, Suchard MA. Multiple self-controlled case series for large-scale longitudinal observational databases. Biometrics. 2013;69(4):893-902. Epub 20131011. doi: 10.1111/biom.12078. PubMed PMID: 24117144.
19. Stang PE, Ryan PB, Overhage JM, Schuemie MJ, Hartzema AG, Welebob E. Variation in choice of study design: findings from the Epidemiology Design Decision Inventory and Evaluation (EDDIE) survey. Drug Saf. 2013;36 Suppl 1:S15-25. doi: 10.1007/s40264-013-0103-1. PubMed PMID: 24166220.
20. Ryan PB, Schuemie MJ, Welebob E, Duke J, Valentine S, Hartzema AG. Defining a reference set to support methodological research in drug safety. Drug Saf. 2013;36 Suppl 1:S33-47. doi: 10.1007/s40264-013-0097-8. PubMed PMID: 24166222.
21. Hartzema AG, Reich CG, Ryan PB, Stang PE, Madigan D, Welebob E, Overhage JM. Managing data quality for a drug safety surveillance system. Drug Saf. 2013;36 Suppl 1:S49-58. doi: 10.1007/s40264-013-0098-7. PubMed PMID: 24166223.
22. Ryan PB, Schuemie MJ, Gruber S, Zorych I, Madigan D. Empirical performance of a new user cohort method: lessons for developing a risk identification and analysis system. Drug Saf. 2013;36 Suppl 1:S59-72. doi: 10.1007/s40264-013-0099-6. PubMed PMID: 24166224.
23. Madigan D, Schuemie MJ, Ryan PB. Empirical performance of the case-control method: lessons for developing a risk identification and analysis system. Drug Saf. 2013;36 Suppl 1:S73-82. doi: 10.1007/s40264-013-0105-z. PubMed PMID: 24166225.
24. Suchard MA, Zorych I, Simpson SE, Schuemie MJ, Ryan PB, Madigan D. Empirical performance of the self-controlled case series design: lessons for developing a risk identification and analysis system. Drug Saf. 2013;36 Suppl 1:S83-93. doi: 10.1007/s40264-013-0100-4. PubMed PMID: 24166226.
25. Ryan PB, Schuemie MJ, Madigan D. Empirical performance of a self-controlled cohort method: lessons for developing a risk identification and analysis system. Drug Saf. 2013;36 Suppl 1:S95-106. doi: 10.1007/s40264-013-0101-3. PubMed PMID: 24166227.
26. Norén GN, Bergvall T, Ryan PB, Juhlin K, Schuemie MJ, Madigan D. Empirical performance of the calibrated self-controlled cohort analysis within temporal pattern discovery: lessons for developing a risk identification and analysis system. Drug Saf. 2013;36 Suppl 1:S107-21. doi: 10.1007/s40264-013-0095-x. PubMed PMID: 24166228.
27. DuMouchel W, Ryan PB, Schuemie MJ, Madigan D. Evaluation of disproportionality safety signaling applied to healthcare databases. Drug Saf. 2013;36 Suppl 1:S123-32. doi: 10.1007/s40264-013-0106-y. PubMed PMID: 24166229.
28. Schuemie MJ, Madigan D, Ryan PB. Empirical performance of LGPS and LEOPARD: lessons for developing a risk identification and analysis system. Drug Saf. 2013;36 Suppl 1:S133-42. doi: 10.1007/s40264-013-0107-x. PubMed PMID: 24166230.
29. Ryan PB, Stang PE, Overhage JM, Suchard MA, Hartzema AG, DuMouchel W, Reich CG, Schuemie MJ, Madigan D. A comparison of the empirical performance of methods for a risk identification system. Drug Saf. 2013;36 Suppl 1:S143-58. doi: 10.1007/s40264-013-0108-9. PubMed PMID: 24166231.
30. Schuemie MJ, Gini R, Coloma PM, Straatman H, Herings RM, Pedersen L, Innocenti F, Mazzaglia G, Picelli G, van der Lei J, Sturkenboom MC. Replication of the OMOP experiment in Europe: evaluating methods for risk identification in electronic health record databases. Drug Saf. 2013;36 Suppl 1:S159-69. doi: 10.1007/s40264-013-0109-8. PubMed PMID: 24166232.
31. Ryan PB, Schuemie MJ. Evaluating performance of risk identification methods through a large-scale simulation of observational data. Drug Saf. 2013;36 Suppl 1:S171-80. doi: 10.1007/s40264-013-0110-2. PubMed PMID: 24166233.
32. Reich CG, Ryan PB, Schuemie MJ. Alternative outcome definitions and their effect on the performance of methods for observational outcome studies. Drug Saf. 2013;36 Suppl 1:S181-93. doi: 10.1007/s40264-013-0111-1. PubMed PMID: 24166234.
33. Reich CG, Ryan PB, Suchard MA. The impact of drug and outcome prevalence on the feasibility and performance of analytical methods for a risk identification and analysis system. Drug Saf. 2013;36 Suppl 1:S195-204. doi: 10.1007/s40264-013-0112-0. PubMed PMID: 24166235.
34. Lian Duan L, Khoshneshin M, Street WN, Liu M. Adverse drug effect detection. IEEE J Biomed Health Inform. 2013;17(2):305-11. doi: 10.1109/titb.2012.2227272. PubMed PMID: 24235108.
35. Ryan PB, Madigan D, Stang PE, Schuemie MJ, Hripcsak G. Medication-wide association studies. CPT Pharmacometrics Syst Pharmacol. 2013;2(9):e76. Epub 20130918. doi: 10.1038/psp.2013.52. PubMed PMID: 24448022; PubMed Central PMCID: PMC4026636.
36. Huser V, Cimino JJ. Desiderata for healthcare integrated data repositories based on architectural comparison of three public repositories. AMIA Annu Symp Proc. 2013;2013:648-56. Epub 20131116. PubMed PMID: 24551366; PubMed Central PMCID: PMC3900207.
37. Madigan D, Ryan PB, Schuemie M. Does design matter? Systematic evaluation of the impact of analytical choices on effect estimates in observational studies. Ther Adv Drug Saf. 2013;4(2):53-62. doi: 10.1177/2042098613477445. PubMed PMID: 25083251; PubMed Central PMCID: PMC4110833.
38. Suchard MA, Simpson SE, Zorych I, Ryan P, Madigan D. Massive parallelization of serial inference algorithms for a complex generalized linear model. ACM Trans Model Comput Simul. 2013;23(1). doi: 10.1145/2414416.2414791. PubMed PMID: 25328363; PubMed Central PMCID: PMC4201181.
39. Schuemie MJ, Ryan PB, DuMouchel W, Suchard MA, Madigan D. Interpreting observational studies: why empirical calibration is needed to correct p-values. Stat Med. 2014;33(2):209-18. Epub 20130730. doi: 10.1002/sim.5925. PubMed PMID: 23900808; PubMed Central PMCID: PMC4285234.
40. Schuemie MJ, Ryan PB, Suchard MA, Shahn Z, Madigan D. Discussion: An estimate of the science-wise false discovery rate and application to the top medical literature. Biostatistics. 2014;15(1):36-9; discussion 9-45. Epub 20130925. doi: 10.1093/biostatistics/kxt037. PubMed PMID: 24068252; PubMed Central PMCID: PMC3862211.
41. Fife D, Zhu V, Voss E, Levy-Clarke G, Ryan P. Exposure to oral fluoroquinolones and the risk of retinal detachment: retrospective analyses of two large healthcare databases. Drug Saf. 2014;37(3):171-82. doi: 10.1007/s40264-014-0138-y. PubMed PMID: 24526267; PubMed Central PMCID: PMC3936132.
42. Trifirò G, Coloma PM, Rijnbeek PR, Romio S, Mosseveld B, Weibel D, Bonhoeffer J, Schuemie M, van der Lei J, Sturkenboom M. Combining multiple healthcare
databases for postmarketing drug and vaccine safety surveillance: why and how? J Intern Med. 2014;275(6):551-61. doi: 10.1111/joim.12159. PubMed PMID: 24635221.
43. White RW, Harpaz R, Shah NH, DuMouchel W, Horvitz E. Toward enhanced pharmacovigilance using patient-generated data on the internet. Clin Pharmacol Ther. 2014;96(2):239-46. Epub 20140408. doi: 10.1038/clpt.2014.77. PubMed PMID: 24713590; PubMed Central PMCID: PMC4111778.
44. Ohno-Machado L, Agha Z, Bell DS, Dahm L, Day ME, Doctor JN, Gabriel D, Kahlon MK, Kim KK, Hogarth M, Matheny ME, Meeker D, Nebeker JR. pSCANNER: patient-centered Scalable National Network for Effectiveness Research. J Am Med Inform Assoc. 2014;21(4):621-6. Epub 20140429. doi: 10.1136/amiajnl-2014-002751. PubMed PMID: 24780722; PubMed Central PMCID: PMC4078293.
45. Forrest CB, Margolis PA, Bailey LC, Marsolo K, Del Beccaro MA, Finkelstein JA, Milov DE, Vieland VJ, Wolf BA, Yu FB, Kahn MG. PEDSnet: a National Pediatric Learning Health System. J Am Med Inform Assoc. 2014;21(4):602-6. Epub 20140512. doi: 10.1136/amiajnl-2014-002743. PubMed PMID: 24821737; PubMed Central PMCID: PMC4078288.
46. Boyce RD, Ryan PB, Norén GN, Schuemie MJ, Reich C, Duke J, Tatonetti NP, Trifirò G, Harpaz R, Overhage JM, Hartzema AG, Khayter M, Voss EA, Lambert CG, Huser V, Dumontier M. Bridging islands of information to establish an integrated knowledge base of drugs and health outcomes of interest. Drug Saf. 2014;37(8):557-67. doi: 10.1007/s40264-014-0189-0. PubMed PMID: 24985530; PubMed Central PMCID: PMC4134480.
47. Matcho A, Ryan P, Fife D, Reich C. Fidelity assessment of a clinical practice research datalink conversion to the OMOP common data model. Drug Saf. 2014;37(11):945-59. doi: 10.1007/s40264-014-0214-3. PubMed PMID: 25187016; PubMed Central PMCID: PMC4206771.
48. Rijnbeek PR. Converting to a common data model: what is lost in translation? : Commentary on “fidelity assessment of a clinical practice research datalink conversion to the OMOP common data model”. Drug Saf. 2014;37(11):893-6. doi: 10.1007/s40264-014-0221-4. PubMed PMID: 25187018.
49. Vilar S, Ryan PB, Madigan D, Stang PE, Schuemie MJ, Friedman C, Tatonetti NP, Hripcsak G. Similarity-based modeling applied to signal detection in pharmacovigilance. CPT Pharmacometrics Syst Pharmacol. 2014;3(9):e137. Epub 20140924. doi: 10.1038/psp.2014.35. PubMed PMID: 25250527; PubMed Central PMCID: PMC4211266.
50. Makadia R, Ryan PB. Transforming the Premier Perspective Hospital Database into the Observational Medical Outcomes Partnership (OMOP) Common Data Model. EGEMS (Wash DC). 2014;2(1):1110. Epub 20141111. doi: 10.13063/2327-9214.1110. PubMed PMID: 25848597; PubMed Central PMCID: PMC4371500.
51. Pace WD, Fox CH, White T, Graham D, Schilling LM, West DR. The DARTNet Institute: Seeking a Sustainable Support Mechanism for Electronic Data Enabled Research Networks. EGEMS (Wash DC). 2014;2(2):1063. Epub 20140902. doi: 10.13063/2327-9214.1063. PubMed PMID: 25848603; PubMed Central PMCID: PMC4371434.
52. Hansen RA, Zeng P, Ryan P, Gao J, Sonawane K, Teeter B, Westrich K, Dubois RW. Exploration of heterogeneity in distributed research network drug safety analyses. Res Synth Methods. 2014;5(4):352-70. Epub 20140526. doi: 10.1002/jrsm.1121. PubMed PMID: 26052957.
53. Voss EA, Makadia R, Matcho A, Ma Q, Knoll C, Schuemie M, DeFalco FJ, Londhe A, Zhu V, Ryan PB. Feasibility and utility of applications of the common data model to multiple, disparate observational health databases. J Am Med Inform Assoc. 2015;22(3):553-64. Epub 20150210. doi: 10.1093/jamia/ocu023. PubMed PMID: 25670757; PubMed Central PMCID: PMC4457111.
54. Voss EA, Ryan PB, Stang PE, Hough D, Alphs L. Switching from risperidone long-acting injectable to paliperidone long-acting injectable or oral antipsychotics: analysis of a Medicaid claims database. Int Clin Psychopharmacol. 2015;30(3):151-7. doi: 10.1097/yic.0000000000000068. PubMed PMID: 25730525; PubMed Central PMCID: PMC4383368.
55. Boland MR, Tatonetti NP, Hripcsak G. Development and validation of a classification approach for extracting severity automatically from electronic health records. J Biomed Semantics. 2015;6:14. Epub 20150406. doi: 10.1186/s13326-015-0010-8. PubMed PMID: 25848530; PubMed Central PMCID: PMC4386082.
56. Voss EA, Ma Q, Ryan PB. The impact of standardizing the definition of visits on the consistency of multi-database observational health research. BMC Med Res Methodol. 2015;15:13. Epub 20150308. doi: 10.1186/s12874-015-0001-6. PubMed PMID: 25887092; PubMed Central PMCID: PMC4369827.
57. Kahn MG, Brown JS, Chun AT, Davidson BN, Meeker D, Ryan PB, Schilling LM, Weiskopf NG, Williams AE, Zozus MN. Transparent reporting of data quality in distributed data networks. EGEMS (Wash DC). 2015;3(1):1052. Epub 20150323. doi: 10.13063/2327-9214.1052. PubMed PMID: 25992385; PubMed Central PMCID: PMC4434997.
58. Boland MR, Shahn Z, Madigan D, Hripcsak G, Tatonetti NP. Birth month affects lifetime disease risk: a phenome-wide method. J Am Med Inform Assoc. 2015;22(5):1042-53. Epub 20150602. doi: 10.1093/jamia/ocv046. PubMed PMID: 26041386; PubMed Central PMCID: PMC4986668.
59. Xu Y, Zhou X, Suehs BT, Hartzema AG, Kahn MG, Moride Y, Sauer BC, Liu Q, Moll K, Pasquale MK, Nair VP, Bate A. A Comparative Assessment of Observational Medical Outcomes Partnership and Mini-Sentinel Common Data Models and Analytics: Implications for Active Drug Safety Surveillance. Drug Saf. 2015;38(8):749-65. doi: 10.1007/s40264-015-0297-5. PubMed PMID: 26055920.
60. Vilar S, Lorberbaum T, Hripcsak G, Tatonetti NP. Improving Detection of Arrhythmia Drug-Drug Interactions in Pharmacovigilance Data through the Implementation of Similarity-Based Modeling. PLoS One. 2015;10(6):e0129974. Epub 20150612. doi: 10.1371/journal.pone.0129974. PubMed PMID: 26068584; PubMed Central PMCID: PMC4466327.
61. Garbe E, Pigeot I. [Benefits of large healthcare databases for drug risk research]. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2015;58(8):829-37. doi: 10.1007/s00103-015-2185-7. PubMed PMID: 26092163.
62. Reps JM, Garibaldi JM, Aickelin U, Gibson JE, Hubbard RB. A supervised adverse drug reaction signalling framework imitating Bradford Hill’s causality considerations. J Biomed Inform. 2015;56:356-68. Epub 20150624. doi: 10.1016/j.jbi.2015.06.011. PubMed PMID: 26116429.
63. Li Y, Ryan PB, Wei Y, Friedman C. A Method to Combine Signals from Spontaneous Reporting Systems and Observational Healthcare Data to Detect Adverse Drug Reactions. Drug Saf. 2015;38(10):895-908. doi: 10.1007/s40264-015-0314-8. PubMed PMID: 26153397; PubMed Central PMCID: PMC4579260.
64. Hripcsak G, Duke JD, Shah NH, Reich CG, Huser V, Schuemie MJ, Suchard MA, Park RW, Wong IC, Rijnbeek PR, van der Lei J, Pratt N, Norén GN, Li YC, Stang PE, Madigan D, Ryan PB. Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers. Stud Health Technol Inform. 2015;216:574-8. PubMed PMID: 26262116; PubMed Central PMCID: PMC4815923.
65. Boland MR, Tatonetti NP. Are All Vaccines Created Equal? Using Electronic Health Records to Discover Vaccines Associated With Clinician-Coded Adverse Events. AMIA Jt Summits Transl Sci Proc. 2015;2015:196-200. Epub 20150323. PubMed PMID: 26306268; PubMed Central PMCID: PMC4525221.
66. FitzHenry F, Resnic FS, Robbins SL, Denton J, Nookala L, Meeker D, Ohno-Machado L, Matheny ME. Creating a Common Data Model for Comparative Effectiveness with the Observational Medical Outcomes Partnership. Appl Clin Inform. 2015;6(3):536-47. Epub 20150826. doi: 10.4338/aci-2014-12-cr-0121. PubMed PMID: 26448797; PubMed Central PMCID: PMC4586341.
67. Sun H, Depraetere K, De Roo J, Mels G, De Vloed B, Twagirumukiza M, Colaert D. Semantic processing of EHR data for clinical research. J Biomed Inform. 2015;58:247-59. Epub 20151026. doi: 10.1016/j.jbi.2015.10.009. PubMed PMID: 26515501.
68. Khalilia M, Choi M, Henderson A, Iyengar S, Braunstein M, Sun J. Clinical Predictive Modeling Development and Deployment through FHIR Web Services. AMIA Annu Symp Proc. 2015;2015:717-26. Epub 20151105. PubMed PMID: 26958207; PubMed Central PMCID: PMC4765683.
69. Schuemie MJ, Trifirò G, Coloma PM, Ryan PB, Madigan D. Detecting adverse drug reactions following long-term exposure in longitudinal observational data: The exposure-adjusted self-controlled case series. Stat Methods Med Res. 2016;25(6):2577-92. Epub 20140331. doi: 10.1177/0962280214527531. PubMed PMID: 24685766.
70. Yoon D, Schuemie MJ, Kim JH, Kim DK, Park MY, Ahn EK, Jung EY, Park DK, Cho SY, Shin D, Hwang Y, Park RW. A normalization method for combination of laboratory test results from different electronic healthcare databases in a distributed research network. Pharmacoepidemiol Drug Saf. 2016;25(3):307-16. Epub 20151103. doi: 10.1002/pds.3893. PubMed PMID: 26527579.
71. Boland MR, Jacunski A, Lorberbaum T, Romano JD, Moskovitch R, Tatonetti NP. Systems biology approaches for identifying adverse drug reactions and elucidating their underlying biological mechanisms. Wiley Interdiscip Rev Syst Biol Med. 2016;8(2):104-22. Epub 20151112. doi: 10.1002/wsbm.1323. PubMed PMID: 26559926; PubMed Central PMCID: PMC4760887.
72. Hauben M, Aronson JK, Ferner RE. Evidence of Misclassification of Drug-Event Associations Classified as Gold Standard ‘Negative Controls’ by the Observational Medical Outcomes Partnership (OMOP). Drug Saf. 2016;39(5):421-32. doi: 10.1007/s40264-016-0392-2. PubMed PMID: 26879560.
73. Yoon D, Ahn EK, Park MY, Cho SY, Ryan P, Schuemie MJ, Shin D, Park H, Park RW. Conversion and Data Quality Assessment of Electronic Health Record Data at a Korean Tertiary Teaching Hospital to a Common Data Model for Distributed Network Research. Healthc Inform Res. 2016;22(1):54-8. Epub 20160131. doi: 10.4258/hir.2016.22.1.54. PubMed PMID: 26893951; PubMed Central PMCID: PMC4756059.
74. Gruber S, Tchetgen Tchetgen E. Limitations of empirical calibration of p-values using observational data. Stat Med. 2016;35(22):3869-82. Epub 20160310. doi: 10.1002/sim.6936. PubMed PMID: 26970249; PubMed Central PMCID: PMC5012943.
75. Gini R, Schuemie M, Brown J, Ryan P, Vacchi E, Coppola M, Cazzola W, Coloma P, Berni R, Diallo G, Oliveira JL, Avillach P, Trifirò G, Rijnbeek P, Bellentani M, van Der Lei J, Klazinga N, Sturkenboom M. Data Extraction and Management in Networks of Observational Health Care Databases for Scientific Research: A Comparison of EU-ADR, OMOP, Mini-Sentinel and MATRICE Strategies. EGEMS (Wash DC). 2016;4(1):1189. Epub 20160208. doi: 10.13063/2327-9214.1189. PubMed PMID: 27014709; PubMed Central PMCID: PMC4780748.
76. Nissim N, Boland MR, Tatonetti NP, Elovici Y, Hripcsak G, Shahar Y, Moskovitch R. Improving condition severity classification with an efficient active learning based framework. J Biomed Inform. 2016;61:44-54. Epub 20160322. doi: 10.1016/j.jbi.2016.03.016. PubMed PMID: 27016383; PubMed Central PMCID: PMC5486916.
77. Weinstein RB, Schuemie MJ, Ryan PB, Stang PE. Seasonality in acute liver injury? Findings in two health care claims databases. Drug Healthc Patient Saf. 2016;8:39-48. Epub 20160331. doi: 10.2147/dhps.S95399. PubMed PMID: 27099532; PubMed Central PMCID: PMC4824282.
78. Agarwal V, Podchiyska T, Banda JM, Goel V, Leung TI, Minty EP, Sweeney TE, Gyang E, Shah NH. Learning statistical models of phenotypes using noisy labeled training data. J Am Med Inform Assoc. 2016;23(6):1166-73. Epub 20160512. doi: 10.1093/jamia/ocw028. PubMed PMID: 27174893; PubMed Central PMCID: PMC5070523.
79. Banda JM, Evans L, Vanguri RS, Tatonetti NP, Ryan PB, Shah NH. A curated and standardized adverse drug event resource to accelerate drug safety research. Sci Data. 2016;3:160026. Epub 20160510. doi: 10.1038/sdata.2016.26. PubMed PMID: 27193236; PubMed Central PMCID: PMC4872271.
80. Lambert CG, Mazurie AJ, Lauve NR, Hurwitz NG, Young SS, Obenchain RL, Hengartner NW, Perkins DJ, Tohen M, Kerner B. Hypothyroidism risk compared among nine common bipolar disorder therapies in a large US cohort. Bipolar Disord. 2016;18(3):247-60. doi: 10.1111/bdi.12391. PubMed PMID: 27226264; PubMed Central PMCID: PMC5089566.
81. Hripcsak G, Ryan PB, Duke JD, Shah NH, Park RW, Huser V, Suchard MA, Schuemie MJ, DeFalco FJ, Perotte A, Banda JM, Reich CG, Schilling LM, Matheny ME, Meeker D, Pratt N, Madigan D. Characterizing treatment pathways at scale using the OHDSI network. Proc Natl Acad Sci U S A. 2016;113(27):7329-36. Epub 20160606. doi: 10.1073/pnas.1510502113. PubMed PMID: 27274072; PubMed Central PMCID: PMC4941483.
82. Gruber S, Chakravarty A, Heckbert SR, Levenson M, Martin D, Nelson JC, Psaty BM, Pinheiro S, Reich CG, Toh S, Walker AM. Design and analysis choices for safety surveillance evaluations need to be tuned to the specifics of the hypothesized drug-outcome association. Pharmacoepidemiol Drug Saf. 2016;25(9):973-81. Epub 20160714. doi: 10.1002/pds.4065. PubMed PMID: 27418432.
83. Schuemie MJ, Hripcsak G, Ryan PB, Madigan D, Suchard MA. Robust empirical calibration of p-values using observational data. Stat Med. 2016;35(22):3883-8. doi: 10.1002/sim.6977. PubMed PMID: 27592566; PubMed Central PMCID: PMC5108459.
84. Sen A, Chakrabarti S, Goldstein A, Wang S, Ryan PB, Weng C. GIST 2.0: A scalable multi-trait metric for quantifying population representativeness of individual clinical studies. J Biomed Inform. 2016;63:325-36. Epub 20160904. doi: 10.1016/j.jbi.2016.09.003. PubMed PMID: 27600407; PubMed Central PMCID: PMC5077682.
85. Kahn MG, Callahan TJ, Barnard J, Bauck AE, Brown J, Davidson BN, Estiri H, Goerg C, Holve E, Johnson SG, Liaw ST, Hamilton-Lopez M, Meeker D, Ong TC, Ryan P, Shang N, Weiskopf NG, Weng C, Zozus MN, Schilling L. A Harmonized Data Quality Assessment Terminology and Framework for the Secondary Use of Electronic Health Record Data. EGEMS (Wash DC). 2016;4(1):1244. Epub 20160911. doi: 10.13063/2327-9214.1244. PubMed PMID: 27713905; PubMed Central PMCID: PMC5051581.
86. Samwald M, Xu H, Blagec K, Empey PE, Malone DC, Ahmed SM, Ryan P, Hofer S, Boyce RD. Incidence of Exposure of Patients in the United States to Multiple Drugs for Which Pharmacogenomic Guidelines Are Available. PLoS One. 2016;11(10):e0164972. Epub 20161020. doi: 10.1371/journal.pone.0164972. PubMed PMID: 27764192; PubMed Central PMCID: PMC5072717.
87. Boyce RD, Handler SM, Karp JF, Perera S, Reynolds CF, 3rd. Preparing Nursing Home Data from Multiple Sites for Clinical Research – A Case Study Using Observational Health Data Sciences and Informatics. EGEMS (Wash DC). 2016;4(1):1252. Epub 20161026. doi: 10.13063/2327-9214.1252. PubMed PMID: 27891528; PubMed Central PMCID: PMC5108634.
88. Gini R, Schuemie MJ, Mazzaglia G, Lapi F, Francesconi P, Pasqua A, Bianchini E, Montalbano C, Roberto G, Barletta V, Cricelli I, Cricelli C, Dal Co G, Bellentani M, Sturkenboom M, Klazinga N. Automatic identification of type 2 diabetes, hypertension, ischaemic heart disease, heart failure and their levels of severity from Italian General Practitioners’ electronic medical records: a validation study. BMJ Open. 2016;6(12):e012413. Epub 20161209. doi: 10.1136/bmjopen-2016-012413. PubMed PMID: 27940627; PubMed Central PMCID: PMC5168667.
89. Garza M, Del Fiol G, Tenenbaum J, Walden A, Zozus MN. Evaluating common data models for use with a longitudinal community registry. J Biomed Inform. 2016;64:333-41. Epub 20161029. doi: 10.1016/j.jbi.2016.10.016. PubMed PMID: 27989817; PubMed Central PMCID: PMC6810649.
90. Huser V, DeFalco FJ, Schuemie M, Ryan PB, Shang N, Velez M, Park RW, Boyce RD, Duke J, Khare R, Utidjian L, Bailey C. Multisite Evaluation of a Data Quality Tool for Patient-Level Clinical Data Sets. EGEMS (Wash DC). 2016;4(1):1239. Epub 20161130. doi: 10.13063/2327-9214.1239. PubMed PMID: 28154833; PubMed Central PMCID: PMC5226382.
91. Kim H, Choi J, Jang I, Quach J, Ohno-Machado L. Feasibility of Representing Data from Published Nursing Research Using the OMOP Common Data Model. AMIA Annu Symp Proc. 2016;2016:715-23. Epub 20170210. PubMed PMID: 28269868; PubMed Central PMCID: PMC5333244.
92. Shaddox TR, Ryan PB, Schuemie MJ, Madigan D, Suchard MA. Hierarchical Models for Multiple, Rare Outcomes Using Massive Observational Healthcare Databases. Stat Anal Data Min. 2016;9(4):260-8. Epub 20160717. doi: 10.1002/sam.11324. PubMed PMID: 28503249; PubMed Central PMCID: PMC5423675.
93. Voss EA, Boyce RD, Ryan PB, van der Lei J, Rijnbeek PR, Schuemie MJ. Accuracy of an automated knowledge base for identifying drug adverse reactions. J Biomed Inform. 2017;66:72-81. Epub 20161216. doi: 10.1016/j.jbi.2016.12.005. PubMed PMID: 27993747; PubMed Central PMCID: PMC5316295.
94. Boland MR, Karczewski KJ, Tatonetti NP. Ten Simple Rules to Enable Multi-site Collaborations through Data Sharing. PLoS Comput Biol. 2017;13(1):e1005278. Epub 20170119. doi: 10.1371/journal.pcbi.1005278. PubMed PMID: 28103227; PubMed Central PMCID: PMC5245793.
95. Ryan PB, Schuemie MJ, Ramcharran D, Stang PE. Atypical Antipsychotics and the Risks of Acute Kidney Injury and Related Outcomes Among Older Adults: A Replication Analysis and an Evaluation of Adapted Confounding Control Strategies. Drugs Aging. 2017;34(3):211-9. doi: 10.1007/s40266-016-0430-x. PubMed PMID: 28124262.
96. Ramcharran D, Qiu H, Schuemie MJ, Ryan PB. Atypical Antipsychotics and the Risk of Falls and Fractures Among Older Adults: An Emulation Analysis and an Evaluation of Additional Confounding Control Strategies. J Clin Psychopharmacol. 2017;37(2):162-8. doi: 10.1097/jcp.0000000000000647. PubMed PMID: 28225746.
97. Park RW. Sharing Clinical Big Data While Protecting Confidentiality and Security: Observational Health Data Sciences and Informatics. Healthc Inform Res. 2017;23(1):1-3. Epub 20170131. doi: 10.4258/hir.2017.23.1.1. PubMed PMID: 28261525; PubMed Central PMCID: PMC5334126.
98. Large-scale adverse effects related to treatment evidence standardization (LAERTES): an open scalable system for linking pharmacovigilance evidence sources with clinical data. J Biomed Semantics. 2017;8(1):11. Epub 20170307. doi: 10.1186/s13326-017-0115-3. PubMed PMID: 28270198; PubMed Central PMCID: PMC5341176.
99. Kang T, Zhang S, Tang Y, Hruby GW, Rusanov A, Elhadad N, Weng C. EliIE: An open-source information extraction system for clinical trial eligibility criteria. J Am Med Inform Assoc. 2017;24(6):1062-71. doi: 10.1093/jamia/ocx019. PubMed PMID: 28379377; PubMed Central PMCID: PMC6259668.
100. Yuan Z, Voss EA, DeFalco FJ, Pan G, Ryan PB, Yannicelli D, Nessel C. Risk Prediction for Ischemic Stroke and Transient Ischemic Attack in Patients Without Atrial Fibrillation: A Retrospective Cohort Study. J Stroke Cerebrovasc Dis. 2017;26(8):1721-31. Epub 20170406. doi: 10.1016/j.jstrokecerebrovasdis.2017.03.036. PubMed PMID: 28392100.
101. Khare R, Utidjian L, Ruth BJ, Kahn MG, Burrows E, Marsolo K, Patibandla N, Razzaghi H, Colvin R, Ranade D, Kitzmiller M, Eckrich D, Bailey LC. A longitudinal analysis of data quality in a large pediatric data research network. J Am Med Inform Assoc. 2017;24(6):1072-9. doi: 10.1093/jamia/ocx033. PubMed PMID: 28398525; PubMed Central PMCID: PMC6259665.
102. Wang Y, Desai M, Ryan PB, DeFalco FJ, Schuemie MJ, Stang PE, Berlin JA, Yuan Z. Incidence of diabetic ketoacidosis among patients with type 2 diabetes mellitus treated with SGLT2 inhibitors and other antihyperglycemic agents. Diabetes Res Clin Pract. 2017;128:83-90. Epub 20170413. doi: 10.1016/j.diabres.2017.04.004. PubMed PMID: 28448895.
103. Nissim N, Shahar Y, Elovici Y, Hripcsak G, Moskovitch R. Inter-labeler and intra-labeler variability of condition severity classification models using active and passive learning methods. Artif Intell Med. 2017;81:12-32. Epub 20170427. doi: 10.1016/j.artmed.2017.03.003. PubMed PMID: 28456512; PubMed Central PMCID: PMC5937023.
104. Ceusters W, Blaisure J. A Realism-Based View on Counts in OMOP’s Common Data Model. Stud Health Technol Inform. 2017;237:55-62. PubMed PMID: 28479543.
105. Duke JD, Ryan PB, Suchard MA, Hripcsak G, Jin P, Reich C, Schwalm MS, Khoma Y, Wu Y, Xu H, Shah NH, Banda JM, Schuemie MJ. Risk of angioedema associated with levetiracetam compared with phenytoin: Findings of the observational health data sciences and informatics research network. Epilepsia. 2017;58(8):e101-e6. Epub 20170706. doi: 10.1111/epi.13828. PubMed PMID: 28681416; PubMed Central PMCID: PMC6632067.
106. Chakrabarti S, Sen A, Huser V, Hruby GW, Rusanov A, Albers DJ, Weng C. An Interoperable Similarity-based Cohort Identification Method Using the OMOP Common Data Model version 5.0. J Healthc Inform Res. 2017;1(1):1-18. Epub 20170608. doi: 10.1007/s41666-017-0005-6. PubMed PMID: 28776047; PubMed Central PMCID: PMC5536903.
107. Weinstein RB, Ryan P, Berlin JA, Matcho A, Schuemie M, Swerdel J, Patel K, Fife D. Channeling in the Use of Nonprescription Paracetamol and Ibuprofen in an Electronic Medical Records Database: Evidence and Implications. Drug Saf. 2017;40(12):1279-92. doi: 10.1007/s40264-017-0581-7. PubMed PMID: 28780741; PubMed Central PMCID: PMC5688206.
108. Banda JM, Halpern Y, Sontag D, Shah NH. Electronic phenotyping with APHRODITE and the Observational Health Sciences and Informatics (OHDSI) data network. AMIA Jt Summits Transl Sci Proc. 2017;2017:48-57. Epub 20170726. PubMed PMID: 28815104; PubMed Central PMCID: PMC5543379.
109. Moskovitch R, Polubriaginof F, Weiss A, Ryan P, Tatonetti N. Procedure prediction from symbolic Electronic Health Records via time intervals analytics. J Biomed Inform. 2017;75:70-82. Epub 20170817. doi: 10.1016/j.jbi.2017.07.018. PubMed PMID: 28823923.
110. Ong TC, Kahn MG, Kwan BM, Yamashita T, Brandt E, Hosokawa P, Uhrich C, Schilling LM. Dynamic-ETL: a hybrid approach for health data extraction, transformation and loading. BMC Med Inform Decis Mak. 2017;17(1):134. Epub 20170913. doi: 10.1186/s12911-017-0532-3. PubMed PMID: 28903729; PubMed Central PMCID: PMC5598056.
111. Rosenbloom ST, Carroll RJ, Warner JL, Matheny ME, Denny JC. Representing Knowledge Consistently Across Health Systems. Yearb Med Inform. 2017;26(1):139-47. Epub 20170911. doi: 10.15265/iy-2017-018. PubMed PMID: 29063555; PubMed Central PMCID: PMC6239235.
112. Harpaz R, DuMouchel W, Schuemie M, Bodenreider O, Friedman C, Horvitz E, Ripple A, Sorbello A, White RW, Winnenburg R, Shah NH. Toward multimodal signal detection of adverse drug reactions. J Biomed Inform. 2017;76:41-9. Epub 20171101. doi: 10.1016/j.jbi.2017.10.013. PubMed PMID: 29081385; PubMed Central PMCID: PMC8502488.
113. Gini R, Schuemie MJ, Pasqua A, Carlini E, Profili F, Cricelli I, Dazzi P, Barletta V, Francesconi P, Lapi F, Donatini A, Dal Co G, Visca M, Bellentani M, Sturkenboom M, Klazinga N. Monitoring compliance with standards of care for chronic diseases using healthcare administrative databases in Italy: Strengths and limitations. PLoS One. 2017;12(12):e0188377. Epub 20171212. doi: 10.1371/journal.pone.0188377. PubMed PMID: 29232365; PubMed Central PMCID: PMC5726627.
114. You SC, Lee S, Cho SY, Park H, Jung S, Cho J, Yoon D, Park RW. Conversion of National Health Insurance Service-National Sample Cohort (NHIS-NSC) Database into Observational Medical Outcomes Partnership-Common Data Model (OMOP-CDM). Stud Health Technol Inform. 2017;245:467-70. PubMed PMID: 29295138.
115. Jiang G, Kiefer RC, Sharma DK, Prud’hommeaux E, Solbrig HR. A Consensus-Based Approach for Harmonizing the OHDSI Common Data Model with HL7 FHIR. Stud Health Technol Inform. 2017;245:887-91. PubMed PMID: 29295227; PubMed Central PMCID: PMC5939955.
116. Si Y, Weng C. An OMOP CDM-Based Relational Database of Clinical Research Eligibility Criteria. Stud Health Technol Inform. 2017;245:950-4. PubMed PMID: 29295240; PubMed Central PMCID: PMC5893219.
117. Jiang G, Kiefer R, Prud’hommeaux E, Solbrig HR. Building Interoperable FHIR-Based Vocabulary Mapping Services: A Case Study of OHDSI Vocabularies and Mappings. Stud Health Technol Inform. 2017;245:1327. PubMed PMID: 29295408; PubMed Central PMCID: PMC5939959.
118. Kuang Z, Peissig P, Costa VS, Maclin R, Page D. Pharmacovigilance via Baseline Regularization with Large-Scale Longitudinal Observational Data. Kdd. 2017;2017:1537-46. doi: 10.1145/3097983.3097998. PubMed PMID: 29755826; PubMed Central PMCID: PMC5945223.
119. Blaisure JC, Ceusters WM. Improving the ‘Fitness for Purpose’ of Common Data Models through Realism Based Ontology. AMIA Annu Symp Proc. 2017;2017:440-7. Epub 20180416. PubMed PMID: 29854108; PubMed Central PMCID: PMC5977618.
120. Callahan TJ, Bauck AE, Bertoch D, Brown J, Khare R, Ryan PB, Staab J, Zozus MN, Kahn MG. A Comparison of Data Quality Assessment Checks in Six Data Sharing Networks. EGEMS (Wash DC). 2017;5(1):8. Epub 20170612. doi: 10.5334/egems.223. PubMed PMID: 29881733; PubMed Central PMCID: PMC5982846.
121. Callahan T, Barnard J, Helmkamp L, Maertens J, Kahn M. Reporting Data Quality Assessment Results: Identifying Individual and Organizational Barriers and Solutions. EGEMS (Wash DC). 2017;5(1):16. Epub 20170904. doi: 10.5334/egems.214. PubMed PMID: 29881736; PubMed Central PMCID: PMC5982990.
122. Yang Y, Zhou X, Gao S, Lin H, Xie Y, Feng Y, Huang K, Zhan S. Evaluation of Electronic Healthcare Databases for Post-Marketing Drug Safety Surveillance and Pharmacoepidemiology in China. Drug Saf. 2018;41(1):125-37. doi: 10.1007/s40264-017-0589-z. PubMed PMID: 28815480.
123. Yuan Z, DeFalco FJ, Ryan PB, Schuemie MJ, Stang PE, Berlin JA, Desai M, Rosenthal N. Risk of lower extremity amputations in people with type 2 diabetes mellitus treated with sodium-glucose co-transporter-2 inhibitors in the USA: A retrospective cohort study. Diabetes Obes Metab. 2018;20(3):582-9. Epub 20171011. doi: 10.1111/dom.13115. PubMed PMID: 28898514; PubMed Central PMCID: PMC5836890.
124. Boland MR, Parhi P, Li L, Miotto R, Carroll R, Iqbal U, Nguyen PA, Schuemie M, You SC, Smith D, Mooney S, Ryan P, Li YJ, Park RW, Denny J, Dudley JT, Hripcsak G, Gentine P, Tatonetti NP. Uncovering exposures responsible for birth season – disease effects: a global study. J Am Med Inform Assoc. 2018;25(3):275-88. doi: 10.1093/jamia/ocx105. PubMed PMID: 29036387; PubMed Central PMCID: PMC7282503.
125. Hripcsak G, Albers DJ. High-fidelity phenotyping: richness and freedom from bias. J Am Med Inform Assoc. 2018;25(3):289-94. doi: 10.1093/jamia/ocx110. PubMed PMID: 29040596; PubMed Central PMCID: PMC7282504.
126. Zhou X, Bao W, Gaffney M, Shen R, Young S, Bate A. Assessing performance of sequential analysis methods for active drug safety surveillance using observational data. J Biopharm Stat. 2018;28(4):668-81. Epub 20171120. doi: 10.1080/10543406.2017.1372776. PubMed PMID: 29157113.
127. Huser V, Kahn MG, Brown JS, Gouripeddi R. Methods for examining data quality in healthcare integrated data repositories. Pac Symp Biocomput. 2018;23:628-33. PubMed PMID: 29218922.
128. Maier C, Lang L, Storf H, Vormstein P, Bieber R, Bernarding J, Herrmann T, Haverkamp C, Horki P, Laufer J, Berger F, Höning G, Fritsch HW, Schüttler J, Ganslandt T, Prokosch HU, Sedlmayr M. Towards Implementation of OMOP in a German University Hospital Consortium. Appl Clin Inform. 2018;9(1):54-61. Epub 20180124. doi: 10.1055/s-0037-1617452. PubMed PMID: 29365340; PubMed Central PMCID: PMC5801887.
129. Matcho A, Ryan P, Fife D, Gifkins D, Knoll C, Friedman A. Inferring pregnancy episodes and outcomes within a network of observational databases. PLoS One. 2018;13(2):e0192033. Epub 20180201. doi: 10.1371/journal.pone.0192033. PubMed PMID: 29389968; PubMed Central PMCID: PMC5794136.
130. Whalen E, Hauben M, Bate A. Time Series Disturbance Detection for Hypothesis-Free Signal Detection in Longitudinal Observational Databases. Drug Saf. 2018;41(6):565-77. doi: 10.1007/s40264-018-0640-8. PubMed PMID: 29468602.
131. Sun YX, Pei ZC, Zhan SY. [Data harmonization and sharing in study cohorts of respiratory diseases]. Zhonghua Liu Xing Bing Xue Za Zhi. 2018;39(2):233-9. doi: 10.3760/cma.j.issn.0254-6450.2018.02.019. PubMed PMID: 29495212.
132. Schuemie MJ, Hripcsak G, Ryan PB, Madigan D, Suchard MA. Empirical confidence interval calibration for population-level effect estimation studies in observational healthcare data. Proc Natl Acad Sci U S A. 2018;115(11):2571-7. doi: 10.1073/pnas.1708282114. PubMed PMID: 29531023; PubMed Central PMCID: PMC5856503.
133. Cho S, Mohan S, Husain SA, Natarajan K. Expanding transplant outcomes research opportunities through the use of a common data model. Am J Transplant. 2018;18(6):1321-7. Epub 20180522. doi: 10.1111/ajt.14892. PubMed PMID: 29687963; PubMed Central PMCID: PMC6070138.
134. Reps JM, Schuemie MJ, Suchard MA, Ryan PB, Rijnbeek PR. Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data. J Am Med Inform Assoc. 2018;25(8):969-75. doi: 10.1093/jamia/ocy032. PubMed PMID: 29718407; PubMed Central PMCID: PMC6077830.
135. Rinner C, Gezgin D, Wendl C, Gall W. A Clinical Data Warehouse Based on OMOP and i2b2 for Austrian Health Claims Data. Stud Health Technol Inform. 2018;248:94-9. PubMed PMID: 29726424.
136. Pembroke CA, Fortin B, Kopek N. Comparison of survival and prognostic factors in patients treated with stereotactic body radiotherapy for oligometastases or oligoprogression. Radiother Oncol. 2018;127(3):493-500. Epub 20180504. doi: 10.1016/j.radonc.2018.04.022. PubMed PMID: 29735409.
137. Pacaci A, Gonul S, Sinaci AA, Yuksel M, Laleci Erturkmen GB. A Semantic Transformation Methodology for the Secondary Use of Observational Healthcare Data in Postmarketing Safety Studies. Front Pharmacol. 2018;9:435. Epub 20180430. doi: 10.3389/fphar.2018.00435. PubMed PMID: 29760661; PubMed Central PMCID: PMC5937227.
138. Polubriaginof FCG, Vanguri R, Quinnies K, Belbin GM, Yahi A, Salmasian H, Lorberbaum T, Nwankwo V, Li L, Shervey MM, Glowe P, Ionita-Laza I, Simmerling M, Hripcsak G, Bakken S, Goldstein D, Kiryluk K, Kenny EE, Dudley J, Vawdrey DK, Tatonetti NP. Disease Heritability Inferred from Familial Relationships Reported in Medical Records. Cell. 2018;173(7):1692-704.e11. Epub 20180517. doi: 10.1016/j.cell.2018.04.032. PubMed PMID: 29779949; PubMed Central PMCID: PMC6015747.
139. Cepeda MS, Reps J, Ryan P. Finding factors that predict treatment-resistant depression: Results of a cohort study. Depress Anxiety. 2018;35(7):668-73. Epub 20180522. doi: 10.1002/da.22774. PubMed PMID: 29786922; PubMed Central PMCID: PMC6055726.
140. Butler A, Wei W, Yuan C, Kang T, Si Y, Weng C. The Data Gap in the EHR for Clinical Research Eligibility Screening. AMIA Jt Summits Transl Sci Proc. 2018;2017:320-9. Epub 20180518. PubMed PMID: 29888090; PubMed Central PMCID: PMC5961795.
141. Nestsiarovich A, Mazurie AJ, Hurwitz NG, Kerner B, Nelson SJ, Crisanti AS, Tohen M, Krall RL, Perkins DJ, Lambert CG. Comprehensive comparison of monotherapies for psychiatric hospitalization risk in bipolar disorders. Bipolar Disord. 2018;20(8):761-71. Epub 20180619. doi: 10.1111/bdi.12665. PubMed PMID: 29920885; PubMed Central PMCID: PMC6586061.
142. Ryan PB, Buse JB, Schuemie MJ, DeFalco F, Yuan Z, Stang PE, Berlin JA, Rosenthal N. Comparative effectiveness of canagliflozin, SGLT2 inhibitors and non-SGLT2 inhibitors on the risk of hospitalization for heart failure and amputation in patients with type 2 diabetes mellitus: A real-world meta-analysis of 4 observational databases (OBSERVE-4D). Diabetes Obes Metab. 2018;20(11):2585-97. Epub 20180625. doi: 10.1111/dom.13424. PubMed PMID: 29938883; PubMed Central PMCID: PMC6220807.
143. Tian Y, Schuemie MJ, Suchard MA. Evaluating large-scale propensity score performance through real-world and synthetic data experiments. Int J Epidemiol. 2018;47(6):2005-14. doi: 10.1093/ije/dyy120. PubMed PMID: 29939268; PubMed Central PMCID: PMC6280944.
144. Mower J, Subramanian D, Cohen T. Learning predictive models of drug side-effect relationships from distributed representations of literature-derived semantic predications. J Am Med Inform Assoc. 2018;25(10):1339-50. doi: 10.1093/jamia/ocy077. PubMed PMID: 30010902; PubMed Central PMCID: PMC6454491.
145. Prokosch HU, Acker T, Bernarding J, Binder H, Boeker M, Boerries M, Daumke P, Ganslandt T, Hesser J, Höning G, Neumaier M, Marquardt K, Renz H, Rothkötter HJ, Schade-Brittinger C, Schmücker P, Schüttler J, Sedlmayr M, Serve H, Sohrabi K, Storf H. MIRACUM: Medical Informatics in Research and Care in University Medicine. Methods Inf Med. 2018;57(S 01):e82-e91. Epub 20180717. doi: 10.3414/me17-02-0025. PubMed PMID: 30016814; PubMed Central PMCID: PMC6178200.
146. Schuemie MJ, Ryan PB, Hripcsak G, Madigan D, Suchard MA. Improving reproducibility by using high-throughput observational studies with empirical calibration. Philos Trans A Math Phys Eng Sci. 2018;376(2128). doi: 10.1098/rsta.2017.0356. PubMed PMID: 30082302; PubMed Central PMCID: PMC6107542.
147. Klann JG, Phillips LC, Herrick C, Joss MAH, Wagholikar KB, Murphy SN. Web services for data warehouses: OMOP and PCORnet on i2b2. J Am Med Inform Assoc. 2018;25(10):1331-8. doi: 10.1093/jamia/ocy093. PubMed PMID: 30085008; PubMed Central PMCID: PMC6188504.
148. Lai EC, Ryan P, Zhang Y, Schuemie M, Hardy NC, Kamijima Y, Kimura S, Kubota K, Man KK, Cho SY, Park RW, Stang P, Su CC, Wong IC, Kao YY, Setoguchi S. Applying a common data model to Asian databases for multinational pharmacoepidemiologic studies: opportunities and challenges. Clin Epidemiol. 2018;10:875-85. Epub 20180727. doi: 10.2147/clep.S149961. PubMed PMID: 30100761; PubMed Central PMCID: PMC6067778.
149. Levine ME, Albers DJ, Hripcsak G. Methodological variations in lagged regression for detecting physiologic drug effects in EHR data. J Biomed Inform. 2018;86:149-59. Epub 20180830. doi: 10.1016/j.jbi.2018.08.014. PubMed PMID: 30172760; PubMed Central PMCID: PMC6207533.
150. Liyanage H, Liaw ST, Jonnagaddala J, Hinton W, de Lusignan S. Common Data Models (CDMs) to Enhance International Big Data Analytics: A Diabetes Use Case to Compare Three CDMs. Stud Health Technol Inform. 2018;255:60-4. PubMed PMID: 30306907.
151. Elkin PL, Mullin S, Sakilay S. Biomedical Informatics Investigator. Stud Health Technol Inform. 2018;255:195-9. PubMed PMID: 30306935; PubMed Central PMCID: PMC7847179.
152. Hripcsak G, Levine ME, Shang N, Ryan PB. Effect of vocabulary mapping for conditions on phenotype cohorts. J Am Med Inform Assoc. 2018;25(12):1618-25. doi: 10.1093/jamia/ocy124. PubMed PMID: 30395248; PubMed Central PMCID: PMC6289550.
153. Zhang X, Wang L, Miao S, Xu H, Yin Y, Zhu Y, Dai Z, Shan T, Jing S, Wang J, Zhang X, Huang Z, Wang Z, Guo J, Liu Y. Analysis of treatment pathways for three chronic diseases using OMOP CDM. J Med Syst. 2018;42(12):260. Epub 20181113. doi: 10.1007/s10916-018-1076-5. PubMed PMID: 30421323; PubMed Central PMCID: PMC6244882.
154. Ta CN, Dumontier M, Hripcsak G, Tatonetti NP, Weng C. Columbia Open Health Data, clinical concept prevalence and co-occurrence from electronic health records. Sci Data. 2018;5:180273. Epub 20181127. doi: 10.1038/sdata.2018.273. PubMed PMID: 30480666; PubMed Central PMCID: PMC6257042.
155. Hong N, Zhang N, Wu H, Lu S, Yu Y, Hou L, Lu Y, Liu H, Jiang G. Preliminary exploration of survival analysis using the OHDSI common data model: a case study of intrahepatic cholangiocarcinoma. BMC Med Inform Decis Mak. 2018;18(Suppl 5):116. Epub 20181207. doi: 10.1186/s12911-018-0686-7. PubMed PMID: 30526572; PubMed Central PMCID: PMC6284277.
156. Kubota K, Kamijima Y, Kao Yang YH, Kimura S, Chia-Cheng Lai E, Man KKC, Ryan P, Schuemie M, Stang P, Su CC, Wong ICK, Zhang Y, Setoguchi S. Penetration of new antidiabetic medications in East Asian countries and the United States: A cross-national comparative study. PLoS One. 2018;13(12):e0208796. Epub 20181212. doi: 10.1371/journal.pone.0208796. PubMed PMID: 30540837; PubMed Central PMCID: PMC6291148.
157. Vashisht R, Jung K, Schuler A, Banda JM, Park RW, Jin S, Li L, Dudley JT, Johnson KW, Shervey MM, Xu H, Wu Y, Natrajan K, Hripcsak G, Jin P, Van Zandt M, Reckard A, Reich CG, Weaver J, Schuemie MJ, Ryan PB, Callahan A, Shah NH. Association of Hemoglobin A1c Levels With Use of Sulfonylureas, Dipeptidyl Peptidase 4 Inhibitors, and Thiazolidinediones in Patients With Type 2 Diabetes Treated With Metformin: Analysis From the Observational Health Data Sciences and Informatics Initiative. JAMA Netw Open. 2018;1(4):e181755. Epub 20180803. doi: 10.1001/jamanetworkopen.2018.1755. PubMed PMID: 30646124; PubMed Central PMCID: PMC6324274.
158. Gold S, Batch A, McClure R, Jiang G, Kharrazi H, Saripalle R, Huser V, Weng C, Roderer N, Szarfman A, Elmqvist N, Gotz D. Clinical Concept Value Sets and Interoperability in Health Data Analytics. AMIA Annu Symp Proc. 2018;2018:480-9. Epub 20181205. PubMed PMID: 30815088; PubMed Central PMCID: PMC6371254.
159. Seneviratne MG, Banda JM, Brooks JD, Shah NH, Hernandez-Boussard TM. Identifying Cases of Metastatic Prostate Cancer Using Machine Learning on Electronic Health Records. AMIA Annu Symp Proc. 2018;2018:1498-504. Epub 20181205. PubMed PMID: 30815195; PubMed Central PMCID: PMC6371284.
160. Yu Y, Ruddy KJ, Hong N, Tsuji S, Wen A, Shah ND, Jiang G. ADEpedia-on-OHDSI: A next generation pharmacovigilance signal detection platform using the OHDSI common data model. J Biomed Inform. 2019;91:103119. Epub 20190207. doi: 10.1016/j.jbi.2019.103119. PubMed PMID: 30738946; PubMed Central PMCID: PMC6432939.
161. Yuan C, Ryan PB, Ta C, Guo Y, Li Z, Hardin J, Makadia R, Jin P, Shang N, Kang T, Weng C. Criteria2Query: a natural language interface to clinical databases for cohort definition. J Am Med Inform Assoc. 2019;26(4):294-305. doi: 10.1093/jamia/ocy178. PubMed PMID: 30753493; PubMed Central PMCID: PMC6402359.
162. Pham M, Cheng F, Ramachandran K. A Comparison Study of Algorithms to Detect Drug-Adverse Event Associations: Frequentist, Bayesian, and Machine-Learning Approaches. Drug Saf. 2019;42(6):743-50. doi: 10.1007/s40264-018-00792-0. PubMed PMID: 30762164.
163. Borghetti P, Bonù ML, Giubbolini R, Levra NG, Mazzola R, Perna M, Visani L, Meacci F, Taraborrelli M, Triggiani L, Franceschini D, Greco C, Bruni A, Magrini SM, Scotti V. Concomitant radiotherapy and TKI in metastatic EGFR- or ALK-mutated non-small cell lung cancer: a multicentric analysis on behalf of AIRO lung cancer study group. Radiol Med. 2019;124(7):662-70. Epub 20190215. doi: 10.1007/s11547-019-00999-w. PubMed PMID: 30771218.
164. Klann JG, Joss MAH, Embree K, Murphy SN. Data model harmonization for the All Of Us Research Program: Transforming i2b2 data into the OMOP common data model. PLoS One. 2019;14(2):e0212463. Epub 20190219. doi: 10.1371/journal.pone.0212463. PubMed PMID: 30779778; PubMed Central PMCID: PMC6380544.
165. Ross EG, Jung K, Dudley JT, Li L, Leeper NJ, Shah NH. Predicting Future Cardiovascular Events in Patients With Peripheral Artery Disease Using Electronic Health Record Data. Circ Cardiovasc Qual Outcomes. 2019;12(3):e004741. doi: 10.1161/circoutcomes.118.004741. PubMed PMID: 30857412; PubMed Central PMCID: PMC6415677.
166. Shin SJ, You SC, Park YR, Roh J, Kim JH, Haam S, Reich CG, Blacketer C, Son DS, Oh S, Park RW. Genomic Common Data Model for Seamless Interoperation of Biomedical Data in Clinical Practice: Retrospective Study. J Med Internet Res. 2019;21(3):e13249. Epub 20190326. doi: 10.2196/13249. PubMed PMID: 30912749; PubMed Central PMCID: PMC6454347.
167. Weeks J, Pardee R. Learning to Share Health Care Data: A Brief Timeline of Influential Common Data Models and Distributed Health Data Networks in U.S. Health Care Research. EGEMS (Wash DC). 2019;7(1):4. Epub 20190325. doi: 10.5334/egems.279. PubMed PMID: 30937326; PubMed Central PMCID: PMC6437693.
168. Haberson A, Rinner C, Gall W. Standardizing Austrians Claims Data Using the OMOP Common Data Model: A Feasibility Study. Stud Health Technol Inform. 2019;258:151-2. PubMed PMID: 30942734.
169. Sharma H, Mao C, Zhang Y, Vatani H, Yao L, Zhong Y, Rasmussen L, Jiang G, Pathak J, Luo Y. Developing a portable natural language processing based phenotyping system. BMC Med Inform Decis Mak. 2019;19(Suppl 3):78. Epub 20190404. doi: 10.1186/s12911-019-0786-z. PubMed PMID: 30943974; PubMed Central PMCID: PMC6448187.
170. Reps JM, Rijnbeek PR, Ryan PB. Identifying the DEAD: Development and Validation of a Patient-Level Model to Predict Death Status in Population-Level Claims Data. Drug Saf. 2019;42(11):1377-86. doi: 10.1007/s40264-019-00827-0. PubMed PMID: 31054141; PubMed Central PMCID: PMC6834730.
171. Rogers JR, Callahan TJ, Kang T, Bauck A, Khare R, Brown JS, Kahn MG, Weng C. A Data Element-Function Conceptual Model for Data Quality Checks. EGEMS (Wash DC). 2019;7(1):17. Epub 20190423. doi: 10.5334/egems.289. PubMed PMID: 31065558; PubMed Central PMCID: PMC6484368.
172. Schuemie MJ, Madigan D, Ryan PB, Reich C, Suchard MA, Berlin JA, Hripcsak G. Comment on “How pharmacoepidemiology networks can manage distributed analyses to improve replicability and transparency and minimize bias”. Pharmacoepidemiol Drug Saf. 2019;28(7):1032-3. Epub 20190508. doi: 10.1002/pds.4798. PubMed PMID: 31066478.
173. Johnston SS, Morton JM, Kalsekar I, Ammann EM, Hsiao CW, Reps J. Using Machine Learning Applied to Real-World Healthcare Data for Predictive Analytics: An Applied Example in Bariatric Surgery. Value Health. 2019;22(5):580-6. doi: 10.1016/j.jval.2019.01.011. PubMed PMID: 31104738.
174. Glicksberg BS, Oskotsky B, Thangaraj PM, Giangreco N, Badgeley MA, Johnson KW, Datta D, Rudrapatna VA, Rappoport N, Shervey MM, Miotto R, Goldstein TC, Rutenberg E, Frazier R, Lee N, Israni S, Larsen R, Percha B, Li L, Dudley JT, Tatonetti NP, Butte AJ. PatientExploreR: an extensible application for dynamic visualization of patient clinical history from electronic health records in the OMOP common data model. Bioinformatics. 2019;35(21):4515-8. doi: 10.1093/bioinformatics/btz409. PubMed PMID: 31214700; PubMed Central PMCID: PMC6821222.
175. Warner JL, Dymshyts D, Reich CG, Gurley MJ, Hochheiser H, Moldwin ZH, Belenkaya R, Williams AE, Yang PC. HemOnc: A new standard vocabulary for chemotherapy regimen representation in the OMOP common data model. J Biomed Inform. 2019;96:103239. Epub 20190622. doi: 10.1016/j.jbi.2019.103239. PubMed PMID: 31238109; PubMed Central PMCID: PMC6697579.
176. Banda JM, Sarraju A, Abbasi F, Parizo J, Pariani M, Ison H, Briskin E, Wand H, Dubois S, Jung K, Myers SA, Rader DJ, Leader JB, Murray MF, Myers KD, Wilemon K, Shah NH, Knowles JW. Finding missed cases of familial hypercholesterolemia in health systems using machine learning. NPJ Digit Med. 2019;2:23. Epub 20190411. doi: 10.1038/s41746-019-0101-5. PubMed PMID: 31304370; PubMed Central PMCID: PMC6550268.
177. Banda JM. Fully connecting the Observational Health Data Science and Informatics (OHDSI) initiative with the world of linked open data. Genomics Inform. 2019;17(2):e13. Epub 20190611. doi: 10.5808/GI.2019.17.2.e13. PubMed PMID: 31307128; PubMed Central PMCID: PMC6808628.
178. Hripcsak G, Shang N, Peissig PL, Rasmussen LV, Liu C, Benoit B, Carroll RJ, Carrell DS, Denny JC, Dikilitas O, Gainer VS, Howell KM, Klann JG, Kullo IJ, Lingren T, Mentch FD, Murphy SN, Natarajan K, Pacheco JA, Wei WQ, Wiley K, Weng C. Facilitating phenotype transfer using a common data model. J Biomed Inform. 2019;96:103253. Epub 20190717. doi: 10.1016/j.jbi.2019.103253. PubMed PMID: 31325501; PubMed Central PMCID: PMC6697565.
179. Polubriaginof FCG, Ryan P, Salmasian H, Shapiro AW, Perotte A, Safford MM, Hripcsak G, Smith S, Tatonetti NP, Vawdrey DK. Challenges with quality of race and ethnicity data in observational databases. J Am Med Inform Assoc. 2019;26(8-9):730-6. doi: 10.1093/jamia/ocz113. PubMed PMID: 31365089; PubMed Central PMCID: PMC6696496.
180. Sobel RE, Blackwell W, Fram DM, Bate A. A Novel Approach to Visualize Risk Minimization Effectiveness: Peeping at the 2012 UK Proton Pump Inhibitor Label Change Using a Rapid Cycle Analysis Tool. Drug Saf. 2019;42(11):1365-76. doi: 10.1007/s40264-019-00853-y. PubMed PMID: 31368080.
181. Swerdel JN, Hripcsak G, Ryan PB. PheValuator: Development and evaluation of a phenotype algorithm evaluator. J Biomed Inform. 2019;97:103258. Epub 20190729. doi: 10.1016/j.jbi.2019.103258. PubMed PMID: 31369862; PubMed Central PMCID: PMC7736922.
182. Reps JM, Rijnbeek PR, Ryan PB. Supplementing claims data analysis using self-reported data to develop a probabilistic phenotype model for current smoking status. J Biomed Inform. 2019;97:103264. Epub 20190803. doi: 10.1016/j.jbi.2019.103264. PubMed PMID: 31386904.
183. Schuemie MJ, Ryan PB, Man KKC, Wong ICK, Suchard MA, Hripcsak G. A plea to stop using the case-control design in retrospective database studies. Stat Med. 2019;38(22):4199-208. Epub 20190822. doi: 10.1002/sim.8215. PubMed PMID: 31436848; PubMed Central PMCID: PMC6771795.
184. Lima DM, Rodrigues-Jr JF, Traina AJM, Pires FA, Gutierrez MA. Transforming Two Decades of ePR Data to OMOP CDM for Clinical Research. Stud Health Technol Inform. 2019;264:233-7. doi: 10.3233/shti190218. PubMed PMID: 31437920.
185. Ta CN, Weng C. Detecting Systemic Data Quality Issues in Electronic Health Records. Stud Health Technol Inform. 2019;264:383-7. doi: 10.3233/shti190248. PubMed PMID: 31437950; PubMed Central PMCID: PMC6857180.
186. Jiang G, Yu Y, Kingsbury PR, Shah N. Augmenting Medical Device Evaluation Using a Reusable Unique Device Identifier Interoperability Solution Based on the OHDSI Common Data Model. Stud Health Technol Inform. 2019;264:1502-3. doi: 10.3233/shti190505. PubMed PMID: 31438202.
187. Viernes B, Lynch KE, South B, Coronado G, DuVall SL. Characterizing VA Users with the OMOP Common Data Model. Stud Health Technol Inform. 2019;264:1614-5. doi: 10.3233/shti190561. PubMed PMID: 31438258.
188. Belenkaya R, Gurley M, Dymshyts D, Araujo S, Williams A, Chen R, Reich C. Standardized Observational Cancer Research Using the OMOP CDM Oncology Module. Stud Health Technol Inform. 2019;264:1831-2. doi: 10.3233/shti190670. PubMed PMID: 31438365.
189. Shin SJ, You SC, Roh J, Park YR, Park RW. Genomic Common Data Model for Biomedical Data in Clinical Practice. Stud Health Technol Inform. 2019;264:1843-4. doi: 10.3233/shti190676. PubMed PMID: 31438371.
190. Meystre SM, Heider PM, Kim Y, Aruch DB, Britten CD. Automatic trial eligibility surveillance based on unstructured clinical data. Int J Med Inform. 2019;129:13-9. Epub 20190523. doi: 10.1016/j.ijmedinf.2019.05.018. PubMed PMID: 31445247; PubMed Central PMCID: PMC6717538.
191. Wang L, Voss EA, Weaver J, Hester L, Yuan Z, DeFalco F, Schuemie MJ, Ryan PB, Sun D, Freedman A, Alba M, Lind J, Meininger G, Berlin JA, Rosenthal N. Diabetic ketoacidosis in patients with type 2 diabetes treated with sodium glucose co-transporter 2 inhibitors versus other antihyperglycemic agents: An observational study of four US administrative claims databases. Pharmacoepidemiol Drug Saf. 2019;28(12):1620-8. Epub 20190827. doi: 10.1002/pds.4887. PubMed PMID: 31456304; PubMed Central PMCID: PMC6916409.
192. Kapsner LA, Kampf MO, Seuchter SA, Kamdje-Wabo G, Gradinger T, Ganslandt T, Mate S, Gruendner J, Kraska D, Prokosch HU. Moving Towards an EHR Data Quality Framework: The MIRACUM Approach. Stud Health Technol Inform. 2019;267:247-53. doi: 10.3233/shti190834. PubMed PMID: 31483279.
193. Haberson A, Rinner C, Schöberl A, Gall W. Feasibility of Mapping Austrian Health Claims Data to the OMOP Common Data Model. J Med Syst. 2019;43(10):314. Epub 20190907. doi: 10.1007/s10916-019-1436-9. PubMed PMID: 31494719; PubMed Central PMCID: PMC6732152.
194. Shang N, Liu C, Rasmussen LV, Ta CN, Caroll RJ, Benoit B, Lingren T, Dikilitas O, Mentch FD, Carrell DS, Wei WQ, Luo Y, Gainer VS, Kullo IJ, Pacheco JA, Hakonarson H, Walunas TL, Denny JC, Wiley K, Murphy SN, Hripcsak G, Weng C. Making work visible for electronic phenotype implementation: Lessons learned from the eMERGE network. J Biomed Inform. 2019;99:103293. Epub 20190919. doi: 10.1016/j.jbi.2019.103293. PubMed PMID: 31542521; PubMed Central PMCID: PMC6894517.
195. Guo GN, Jonnagaddala J, Farshid S, Huser V, Reich C, Liaw ST. Comparison of the cohort selection performance of Australian Medicines Terminology to Anatomical Therapeutic Chemical mappings. J Am Med Inform Assoc. 2019;26(11):1237-46. doi: 10.1093/jamia/ocz143. PubMed PMID: 31545380; PubMed Central PMCID: PMC7647230.
196. Wu P, Gifford A, Meng X, Li X, Campbell H, Varley T, Zhao J, Carroll R, Bastarache L, Denny JC, Theodoratou E, Wei WQ. Mapping ICD-10 and ICD-10-CM Codes to Phecodes: Workflow Development and Initial Evaluation. JMIR Med Inform. 2019;7(4):e14325. Epub 20191129. doi: 10.2196/14325. PubMed PMID: 31553307; PubMed Central PMCID: PMC6911227.
197. Gruendner J, Schwachhofer T, Sippl P, Wolf N, Erpenbeck M, Gulden C, Kapsner LA, Zierk J, Mate S, Stürzl M, Croner R, Prokosch HU, Toddenroth D. KETOS: Clinical decision support and machine learning as a service – A training and deployment platform based on Docker, OMOP-CDM, and FHIR Web Services. PLoS One. 2019;14(10):e0223010. Epub 20191003. doi: 10.1371/journal.pone.0223010. PubMed PMID: 31581246; PubMed Central PMCID: PMC6776354.
198. Bartlett VL, Dhruva SS, Shah ND, Ryan P, Ross JS. Feasibility of Using Real-World Data to Replicate Clinical Trial Evidence. JAMA Netw Open. 2019;2(10):e1912869. Epub 20191002. doi: 10.1001/jamanetworkopen.2019.12869. PubMed PMID: 31596493; PubMed Central PMCID: PMC6802419.
199. Glicksberg BS, Oskotsky B, Giangreco N, Thangaraj PM, Rudrapatna V, Datta D, Frazier R, Lee N, Larsen R, Tatonetti NP, Butte AJ. ROMOP: a light-weight R package for interfacing with OMOP-formatted electronic health record data. JAMIA Open. 2019;2(1):10-4. Epub 20190104. doi: 10.1093/jamiaopen/ooy059. PubMed PMID: 31633087; PubMed Central PMCID: PMC6800657.
200. Lynch KE, Deppen SA, DuVall SL, Viernes B, Cao A, Park D, Hanchrow E, Hewa K, Greaves P, Matheny ME. Incrementally Transforming Electronic Medical Records into the Observational Medical Outcomes Partnership Common Data Model: A Multidimensional Quality Assurance Approach. Appl Clin Inform. 2019;10(5):794-803. Epub 20191023. doi: 10.1055/s-0039-1697598. PubMed PMID: 31645076; PubMed Central PMCID: PMC6811349.
201. Suchard MA, Schuemie MJ, Krumholz HM, You SC, Chen R, Pratt N, Reich CG, Duke J, Madigan D, Hripcsak G, Ryan PB. Comprehensive comparative effectiveness and safety of first-line antihypertensive drug classes: a systematic, multinational, large-scale analysis. Lancet. 2019;394(10211):1816-26. Epub 20191024. doi: 10.1016/s0140-6736(19)32317-7. PubMed PMID: 31668726; PubMed Central PMCID: PMC6924620.
202. Kwong M, Gardner HL, Dieterle N, Rentko V. Optimization of Electronic Medical Records for Data Mining Using a Common Data Model. Top Companion Anim Med. 2019;37:100364. Epub 20190926. doi: 10.1016/j.tcam.2019.100364. PubMed PMID: 31837755; PubMed Central PMCID: PMC7874511.
203. Chandran U, Reps J, Stang PE, Ryan PB. Inferring disease severity in rheumatoid arthritis using predictive modeling in administrative claims databases. PLoS One. 2019;14(12):e0226255. Epub 20191218. doi: 10.1371/journal.pone.0226255. PubMed PMID: 31851711; PubMed Central PMCID: PMC6919633.
204. Rasmussen LV, Brandt PS, Jiang G, Kiefer RC, Pacheco JA, Adekkanattu P, Ancker JS, Wang F, Xu Z, Pathak J, Luo Y. Considerations for Improving the Portability of Electronic Health Record-Based Phenotype Algorithms. AMIA Annu Symp Proc. 2019;2019:755-64. Epub 20200304. PubMed PMID: 32308871; PubMed Central PMCID: PMC7153055.
205. Burn E, Weaver J, Morales D, Prats-Uribe A, Delmestri A, Strauss VY, He Y, Robinson DE, Pinedo-Villanueva R, Kolovos S, Duarte-Salles T, Sproviero W, Yu D, Van Speybroeck M, Williams R, John LH, Hughes N, Sena AG, Costello R, Birlie B, Culliford D, O’Leary C, Morgan H, Burkard T, Prieto-Alhambra D, Ryan P. Opioid use, postoperative complications, and implant survival after unicompartmental versus total knee replacement: a population-based network study. Lancet Rheumatol. 2019;1(4):e229-e36. Epub 20191107. doi: 10.1016/s2665-9913(19)30075-x. PubMed PMID: 38229379.
206. Dobbins NJ, Spital CH, Black RA, Morrison JM, de Veer B, Zampino E, Harrington RD, Britt BD, Stephens KA, Wilcox AB, Tarczy-Hornoch P, Mooney SD. Leaf: an open-source, model-agnostic, data-driven web application for cohort discovery and translational biomedical research. J Am Med Inform Assoc. 2020;27(1):109-18. doi: 10.1093/jamia/ocz165. PubMed PMID: 31592524; PubMed Central PMCID: PMC6913227.
207. You SC, Jung S, Swerdel JN, Ryan PB, Schuemie MJ, Suchard MA, Lee S, Cho J, Hripcsak G, Park RW, Park S. Comparison of First-Line Dual Combination Treatments in Hypertension: Real-World Evidence from Multinational Heterogeneous Cohorts. Korean Circ J. 2020;50(1):52-68. Epub 20190828. doi: 10.4070/kcj.2019.0173. PubMed PMID: 31642211; PubMed Central PMCID: PMC6923236.
208. Kumar P, Nestsiarovich A, Nelson SJ, Kerner B, Perkins DJ, Lambert CG. Imputation and characterization of uncoded self-harm in major mental illness using machine learning. J Am Med Inform Assoc. 2020;27(1):136-46. doi: 10.1093/jamia/ocz173. PubMed PMID: 31651956; PubMed Central PMCID: PMC7647246.
209. Tong J, Duan R, Li R, Scheuemie MJ, Moore JH, Chen Y. Robust-ODAL: Learning from heterogeneous health systems without sharing patient-level data. Pac Symp Biocomput. 2020;25:695-706. PubMed PMID: 31797639; PubMed Central PMCID: PMC6905508.
210. Ostropolets A, Reich C, Ryan P, Shang N, Hripcsak G, Weng C. Adapting electronic health records-derived phenotypes to claims data: Lessons learned in using limited clinical data for phenotyping. J Biomed Inform. 2020;102:103363. Epub 20191219. doi: 10.1016/j.jbi.2019.103363. PubMed PMID: 31866433; PubMed Central PMCID: PMC7390483.
211. Kern DM, Cepeda MS, Defalco F, Etropolski M. Treatment patterns and sequences of pharmacotherapy for patients diagnosed with depression in the United States: 2014 through 2019. BMC Psychiatry. 2020;20(1):4. Epub 20200103. doi: 10.1186/s12888-019-2418-7. PubMed PMID: 31900133; PubMed Central PMCID: PMC6942399.
212. Wang Q, Reps JM, Kostka KF, Ryan PB, Zou Y, Voss EA, Rijnbeek PR, Chen R, Rao GA, Morgan Stewart H, Williams AE, Williams RD, Van Zandt M, Falconer T, Fernandez-Chas M, Vashisht R, Pfohl SR, Shah NH, Kasthurirathne SN, You SC, Jiang Q, Reich C, Zhou Y. Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network. PLoS One. 2020;15(1):e0226718. Epub 20200107. doi: 10.1371/journal.pone.0226718. PubMed PMID: 31910437; PubMed Central PMCID: PMC6946584.
213. Lamer A, Depas N, Doutreligne M, Parrot A, Verloop D, Defebvre MM, Ficheur G, Chazard E, Beuscart JB. Transforming French Electronic Health Records into the Observational Medical Outcome Partnership’s Common Data Model: A Feasibility Study. Appl Clin Inform. 2020;11(1):13-22. Epub 20200108. doi: 10.1055/s-0039-3402754. PubMed PMID: 31914471; PubMed Central PMCID: PMC6949163.
214. Spotnitz ME, Natarajan K, Ryan PB, Westhoff CL. Relative Risk of Cervical Neoplasms Among Copper and Levonorgestrel-Releasing Intrauterine System Users. Obstet Gynecol. 2020;135(2):319-27. doi: 10.1097/aog.0000000000003656. PubMed PMID: 31923062; PubMed Central PMCID: PMC7012337.
215. Buglione M, Jereczek-Fossa BA, Bonù ML, Franceschini D, Fodor A, Zanetti IB, Gerardi MA, Borghetti P, Tomasini D, Di Muzio NG, Oneta O, Scorsetti M, Franzese C, Romanelli P, Catalano G, Dell’Oca I, Beltramo G, Ivaldi GB, Laudati A, Magrini SM, Antognoni P. Radiosurgery and fractionated stereotactic radiotherapy in oligometastatic/oligoprogressive non-small cell lung cancer patients: Results of a multi-institutional series of 198 patients treated with “curative” intent. Lung Cancer. 2020;141:1-8. Epub 20200103. doi: 10.1016/j.lungcan.2019.12.019. PubMed PMID: 31926440.
216. Brauer R, Wong ICK, Man KK, Pratt NL, Park RW, Cho SY, Li YJ, Iqbal U, Nguyen PA, Schuemie M. Application of a Common Data Model (CDM) to rank the paediatric user and prescription prevalence of 15 different drug classes in South Korea, Hong Kong, Taiwan, Japan and Australia: an observational, descriptive study. BMJ Open. 2020;10(1):e032426. Epub 20200113. doi: 10.1136/bmjopen-2019-032426. PubMed PMID: 31937652; PubMed Central PMCID: PMC7044847.
217. Swerdel JN, Reps JM, Fife D, Ryan PB. Developing Predictive Models to Determine Patients in End-of-Life Care in Administrative Datasets. Drug Saf. 2020;43(5):447-55. doi: 10.1007/s40264-020-00906-7. PubMed PMID: 31939079; PubMed Central PMCID: PMC7165142.
218. Tiwari P, Colborn KL, Smith DE, Xing F, Ghosh D, Rosenberg MA. Assessment of a Machine Learning Model Applied to Harmonized Electronic Health Record Data for the Prediction of Incident Atrial Fibrillation. JAMA Netw Open. 2020;3(1):e1919396. Epub 20200103. doi: 10.1001/jamanetworkopen.2019.19396. PubMed PMID: 31951272; PubMed Central PMCID: PMC6991266.
219. Candore G, Hedenmalm K, Slattery J, Cave A, Kurz X, Arlett P. Can We Rely on Results From IQVIA Medical Research Data UK Converted to the Observational Medical Outcome Partnership Common Data Model?: A Validation Study Based on Prescribing Codeine in Children. Clin Pharmacol Ther. 2020;107(4):915-25. Epub 20200302. doi: 10.1002/cpt.1785. PubMed PMID: 31956997; PubMed Central PMCID: PMC7158210.
220. Seo SI, You SC, Park CH, Kim TJ, Ko YS, Kim Y, Yoo JJ, Kim J, Shin WG. Comparative risk of Clostridium difficile infection between proton pump inhibitors and histamine-2 receptor antagonists: A 15-year hospital cohort study using a common data model. J Gastroenterol Hepatol. 2020;35(8):1325-30. Epub 20200129. doi: 10.1111/jgh.14983. PubMed PMID: 31970824.
221. Reps JM, Cepeda MS, Ryan PB. Wisdom of the CROUD: Development and validation of a patient-level prediction model for opioid use disorder using population-level claims data. PLoS One. 2020;15(2):e0228632. Epub 20200213. doi: 10.1371/journal.pone.0228632. PubMed PMID: 32053653; PubMed Central PMCID: PMC7017997.
222. Hripcsak G, Suchard MA, Shea S, Chen R, You SC, Pratt N, Madigan D, Krumholz HM, Ryan PB, Schuemie MJ. Comparison of Cardiovascular and Safety Outcomes of Chlorthalidone vs Hydrochlorothiazide to Treat Hypertension. JAMA Intern Med. 2020;180(4):542-51. doi: 10.1001/jamainternmed.2019.7454. PubMed PMID: 32065600; PubMed Central PMCID: PMC7042845.
223. Thurin NH, Lassalle R, Schuemie M, Pénichon M, Gagne JJ, Rassen JA, Benichou J, Weill A, Blin P, Moore N, Droz-Perroteau C. Empirical assessment of case-based methods for drug safety alert identification in the French National Healthcare System database (SNDS): Methodology of the ALCAPONE project. Pharmacoepidemiol Drug Saf. 2020;29(9):993-1000. Epub 20200304. doi: 10.1002/pds.4983. PubMed PMID: 32133717.
224. Chen R, Ryan P, Natarajan K, Falconer T, Crew KD, Reich CG, Vashisht R, Randhawa G, Shah NH, Hripcsak G. Treatment Patterns for Chronic Comorbid Conditions in Patients With Cancer Using a Large-Scale Observational Data Network. JCO Clin Cancer Inform. 2020;4:171-83. doi: 10.1200/cci.19.00107. PubMed PMID: 32134687; PubMed Central PMCID: PMC7113074.
225. Choi SA, Kim H, Kim S, Yoo S, Yi S, Jeon Y, Hwang H, Kim KJ. Analysis of antiseizure drug-related adverse reactions from the electronic health record using the common data model. Epilepsia. 2020;61(4):610-6. Epub 20200312. doi: 10.1111/epi.16472. PubMed PMID: 32162687.
226. Skjødt MK, Khalid S, Ernst M, Rubin KH, Martinez-Laguna D, Delmestri A, Javaid MK, Cooper C, Libanati C, Toth E, Abrahamsen B, Prieto-Alhambra D. Secular trends in the initiation of therapy in secondary fracture prevention in Europe: a multi-national cohort study including data from Denmark, Catalonia, and the United Kingdom. Osteoporos Int. 2020;31(8):1535-44. Epub 20200317. doi: 10.1007/s00198-020-05358-4. PubMed PMID: 32185437; PubMed Central PMCID: PMC7360649.
227. Stephens KA, West, II, Hallgren KA, Mollis B, Ma K, Donovan DM, Stuvek B, Baldwin LM. Service utilization and chronic condition outcomes among primary care patients with substance use disorders and co-occurring chronic conditions. J Subst Abuse Treat. 2020;112s:49-55. doi: 10.1016/j.jsat.2020.02.008. PubMed PMID: 32220411; PubMed Central PMCID: PMC7274163.
228. Dixon BE, Wen C, French T, Williams JL, Duke JD, Grannis SJ. Extending an open-source tool to measure data quality: case report on Observational Health Data Science and Informatics (OHDSI). BMJ Health Care Inform. 2020;27(1). doi: 10.1136/bmjhci-2019-100054. PubMed PMID: 32229499; PubMed Central PMCID: PMC7254131.
229. Choi YI, Kim YJ, Chung JW, Kim KO, Kim H, Park RW, Park DK. Effect of Age on the Initiation of Biologic Agent Therapy in Patients With Inflammatory Bowel Disease: Korean Common Data Model Cohort Study. JMIR Med Inform. 2020;8(4):e15124. Epub 20200415. doi: 10.2196/15124. PubMed PMID: 32293578; PubMed Central PMCID: PMC7191339.
230. Lovestone S. The European medical information framework: A novel ecosystem for sharing healthcare data across Europe. Learn Health Syst. 2020;4(2):e10214. Epub 20191225. doi: 10.1002/lrh2.10214. PubMed PMID: 32313838; PubMed Central PMCID: PMC7156868.
231. Abrahamsen B, Ernst MT, Smith CD, Nybo M, Rubin KH, Prieto-Alhambra D, Hermann AP. The association between renal function and BMD response to bisphosphonate treatment: Real-world cohort study using linked national registers. Bone. 2020;137:115371. Epub 20200422. doi: 10.1016/j.bone.2020.115371. PubMed PMID: 32334104.
232. Weng C, Shah NH, Hripcsak G. Deep phenotyping: Embracing complexity and temporality-Towards scalability, portability, and interoperability. J Biomed Inform. 2020;105:103433. Epub 20200423. doi: 10.1016/j.jbi.2020.103433. PubMed PMID: 32335224; PubMed Central PMCID: PMC7179504.
233. Yuan Z, DeFalco F, Wang L, Hester L, Weaver J, Swerdel JN, Freedman A, Ryan P, Schuemie M, Qiu R, Yee J, Meininger G, Berlin JA, Rosenthal N. Acute pancreatitis risk in type 2 diabetes patients treated with canagliflozin versus other antihyperglycemic agents: an observational claims database study. Curr Med Res Opin. 2020;36(7):1117-24. Epub 20200514. doi: 10.1080/03007995.2020.1761312. PubMed PMID: 32338068.
234. Kashyap M, Seneviratne M, Banda JM, Falconer T, Ryu B, Yoo S, Hripcsak G, Shah NH. Development and validation of phenotype classifiers across multiple sites in the observational health data sciences and informatics network. J Am Med Inform Assoc. 2020;27(6):877-83. doi: 10.1093/jamia/ocaa032. PubMed PMID: 32374408; PubMed Central PMCID: PMC7309227.
235. Reps JM, Williams RD, You SC, Falconer T, Minty E, Callahan A, Ryan PB, Park RW, Lim HS, Rijnbeek P. Feasibility and evaluation of a large-scale external validation approach for patient-level prediction in an international data network: validation of models predicting stroke in female patients newly diagnosed with atrial fibrillation. BMC Med Res Methodol. 2020;20(1):102. Epub 20200506. doi: 10.1186/s12874-020-00991-3. PubMed PMID: 32375693; PubMed Central PMCID: PMC7201646.
236. Chandler RE. Nintedanib and ischemic colitis: Signal assessment with the integrated use of two types of real-world evidence, spontaneous reports of suspected adverse drug reactions, and observational data from large health-care databases. Pharmacoepidemiol Drug Saf. 2020;29(8):951-7. Epub 20200512. doi: 10.1002/pds.5022. PubMed PMID: 32399991; PubMed Central PMCID: PMC7496543.
237. Averitt AJ, Weng C, Ryan P, Perotte A. Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations. NPJ Digit Med. 2020;3:67. Epub 20200511. doi: 10.1038/s41746-020-0277-8. PubMed PMID: 32411828; PubMed Central PMCID: PMC7214444.
238. Heintjes EM, Bezemer ID, Prieto-Alhambra D, Smits E, Booth HP, Dedman D, He Y, Hoti F, Vehkala M, de Vogel S, Robinson NJ, Appenteng K, Penning-van Beest FJA. Evaluating the Effectiveness of an Additional Risk Minimization Measure to Reduce the Risk of Prescribing Mirabegron to Patients with Severe Uncontrolled Hypertension in Four European Countries. Clin Epidemiol. 2020;12:423-33. Epub 20200501. doi: 10.2147/clep.S242065. PubMed PMID: 32431551; PubMed Central PMCID: PMC7200224.
239. Alnofal FA, Alrwisan AA, Alshammari TM. Real-world data in Saudi Arabia: Current situation and challenges for regulatory decision-making. Pharmacoepidemiol Drug Saf. 2020;29(10):1303-6. Epub 20200527. doi: 10.1002/pds.5025. PubMed PMID: 32458499.
240. Ji H, Kim S, Yi S, Hwang H, Kim JW, Yoo S. Converting clinical document architecture documents to the common data model for incorporating health information exchange data in observational health studies: CDA to CDM. J Biomed Inform. 2020;107:103459. Epub 20200526. doi: 10.1016/j.jbi.2020.103459. PubMed PMID: 32470694.
241. Kim H, Yoo S, Jeon Y, Yi S, Kim S, Choi SA, Hwang H, Kim KJ. Characterization of Anti-seizure Medication Treatment Pathways in Pediatric Epilepsy Using the Electronic Health Record-Based Common Data Model. Front Neurol. 2020;11:409. Epub 20200512. doi: 10.3389/fneur.2020.00409. PubMed PMID: 32477256; PubMed Central PMCID: PMC7235379.
242. Davidson L, Boland MR. Comparative Analysis and Evaluation of State-of-the-Art Medication Mapping Tools to Transform a Local Medication Terminology to RxNorm. AMIA Jt Summits Transl Sci Proc. 2020;2020:126-35. Epub 20200530. PubMed PMID: 32477631; PubMed Central PMCID: PMC7233099.
243. Michael CL, Sholle ET, Wulff RT, Roboz GJ, Campion TR, Jr. Mapping Local Biospecimen Records to the OMOP Common Data Model. AMIA Jt Summits Transl Sci Proc. 2020;2020:422-9. Epub 20200530. PubMed PMID: 32477663; PubMed Central PMCID: PMC7233045.
244. Yu Y, Ruddy KJ, Wen A, Zong N, Tsuji S, Chen J, Shah ND, Jiang G. Integrating Electronic Health Record Data into the ADEpedia-on-OHDSI Platform for Improved Signal Detection: A Case Study of Immune-related Adverse Events. AMIA Jt Summits Transl Sci Proc. 2020;2020:710-9. Epub 20200530. PubMed PMID: 32477694; PubMed Central PMCID: PMC7233056.
245. Callahan A, Shah NH, Chen JH. Research and Reporting Considerations for Observational Studies Using Electronic Health Record Data. Ann Intern Med. 2020;172(11 Suppl):S79-s84. doi: 10.7326/m19-0873. PubMed PMID: 32479175; PubMed Central PMCID: PMC7413106.
246. de Lusignan S, Jones N, Dorward J, Byford R, Liyanage H, Briggs J, Ferreira F, Akinyemi O, Amirthalingam G, Bates C, Lopez Bernal J, Dabrera G, Eavis A, Elliot AJ, Feher M, Krajenbrink E, Hoang U, Howsam G, Leach J, Okusi C, Nicholson B, Nieri P, Sherlock J, Smith G, Thomas M, Thomas N, Tripathy M, Victor W, Williams J, Wood I, Zambon M, Parry J, O’Hanlon S, Joy M, Butler C, Marshall M, Hobbs FDR. The Oxford Royal College of General Practitioners Clinical Informatics Digital Hub: Protocol to Develop Extended COVID-19 Surveillance and Trial Platforms. JMIR Public Health Surveill. 2020;6(3):e19773. Epub 20200702. doi: 10.2196/19773. PubMed PMID: 32484782; PubMed Central PMCID: PMC7333793.
247. Unberath P, Prokosch HU, Gründner J, Erpenbeck M, Maier C, Christoph J. EHR-Independent Predictive Decision Support Architecture Based on OMOP. Appl Clin Inform. 2020;11(3):399-404. Epub 20200603. doi: 10.1055/s-0040-1710393. PubMed PMID: 32492716; PubMed Central PMCID: PMC7269719.
248. Weinstein RB, Ryan PB, Berlin JA, Schuemie MJ, Swerdel J, Fife D. Channeling Bias in the Analysis of Risk of Myocardial Infarction, Stroke, Gastrointestinal Bleeding, and Acute Renal Failure with the Use of Paracetamol Compared with Ibuprofen. Drug Saf. 2020;43(9):927-42. doi: 10.1007/s40264-020-00950-3. PubMed PMID: 32500272; PubMed Central PMCID: PMC7434801.
249. Thurin NH, Lassalle R, Schuemie M, Pénichon M, Gagne JJ, Rassen JA, Benichou J, Weill A, Blin P, Moore N, Droz-Perroteau C. Empirical assessment of case-based methods for identification of drugs associated with upper gastrointestinal bleeding in the French National Healthcare System database (SNDS). Pharmacoepidemiol Drug Saf. 2020;29(8):890-903. Epub 20200610. doi: 10.1002/pds.5038. PubMed PMID: 32524701.
250. Yu Y, Ruddy K, Mansfield A, Zong N, Wen A, Tsuji S, Huang M, Liu H, Shah N, Jiang G. Detecting and Filtering Immune-Related Adverse Events Signal Based on Text Mining and Observational Health Data Sciences and Informatics Common Data Model: Framework Development Study. JMIR Med Inform. 2020;8(6):e17353. Epub 20200612. doi: 10.2196/17353. PubMed PMID: 32530430; PubMed Central PMCID: PMC7320306.
251. Tian Y, Chen W, Zhou T, Li J, Ding K, Li J. Establishment and evaluation of a multicenter collaborative prediction model construction framework supporting model generalization and continuous improvement: A pilot study. Int J Med Inform. 2020;141:104173. Epub 20200530. doi: 10.1016/j.ijmedinf.2020.104173. PubMed PMID: 32531725.
252. Fischer P, Stöhr MR, Gall H, Michel-Backofen A, Majeed RW. Data Integration into OMOP CDM for Heterogeneous Clinical Data Collections via HL7 FHIR Bundles and XSLT. Stud Health Technol Inform. 2020;270:138-42. doi: 10.3233/shti200138. PubMed PMID: 32570362.
253. Reinecke I, Gulden C, Kümmel M, Nassirian A, Blasini R, Sedlmayr M. Design for a Modular Clinical Trial Recruitment Support System Based on FHIR and OMOP. Stud Health Technol Inform. 2020;270:158-62. doi: 10.3233/shti200142. PubMed PMID: 32570366.
254. Gruhl M, Reinecke I, Sedlmayr M. Specification and Distribution of Vocabularies Among Consortial Partners. Stud Health Technol Inform. 2020;270:1393-4. doi: 10.3233/shti200458. PubMed PMID: 32570675.
255. Duan R, Luo C, Schuemie MJ, Tong J, Liang CJ, Chang HH, Boland MR, Bian J, Xu H, Holmes JH, Forrest CB, Morton SC, Berlin JA, Moore JH, Mahoney KB, Chen Y. Learning from local to global: An efficient distributed algorithm for modeling time-to-event data. J Am Med Inform Assoc. 2020;27(7):1028-36. doi: 10.1093/jamia/ocaa044. PubMed PMID: 32626900; PubMed Central PMCID: PMC7647322.
256. Kim Y, Tian Y, Yang J, Huser V, Jin P, Lambert CG, Park H, You SC, Park RW, Rijnbeek PR, Van Zandt M, Reich C, Vashisht R, Wu Y, Duke J, Hripcsak G, Madigan D, Shah NH, Ryan PB, Schuemie MJ, Suchard MA. Comparative safety and effectiveness of alendronate versus raloxifene in women with osteoporosis. Sci Rep. 2020;10(1):11115. Epub 20200706. doi: 10.1038/s41598-020-68037-8. PubMed PMID: 32632237; PubMed Central PMCID: PMC7338498.
257. Coma Redon E, Mora N, Prats-Uribe A, Fina Avilés F, Prieto-Alhambra D, Medina M. Excess cases of influenza and the coronavirus epidemic in Catalonia: a time-series analysis of primary-care electronic medical records covering over 6 million people. BMJ Open. 2020;10(7):e039369. Epub 20200729. doi: 10.1136/bmjopen-2020-039369. PubMed PMID: 32727740; PubMed Central PMCID: PMC7431772.
258. Averitt AJ, Vanitchanant N, Ranganath R, Perotte AJ. The Counterfactual χ-GAN: Finding comparable cohorts in observational health data. J Biomed Inform. 2020;109:103515. Epub 20200807. doi: 10.1016/j.jbi.2020.103515. PubMed PMID: 32771540.
259. Kern DM, Cepeda MS. Treatment patterns and comorbid burden of patients newly diagnosed with multiple sclerosis in the United States. BMC Neurol. 2020;20(1):296. Epub 20200811. doi: 10.1186/s12883-020-01882-2. PubMed PMID: 32781983; PubMed Central PMCID: PMC7418327.
260. Syed S, Baghal A, Prior F, Zozus M, Al-Shukri S, Syeda HB, Garza M, Begum S, Gates K, Syed M, Sexton KW. Toolkit to Compute Time-Based Elixhauser Comorbidity Indices and Extension to Common Data Models. Healthc Inform Res. 2020;26(3):193-200. Epub 20200731. doi: 10.4258/hir.2020.26.3.193. PubMed PMID: 32819037; PubMed Central PMCID: PMC7438698.
261. Schuemie MJ, Ryan PB, Pratt N, Chen R, You SC, Krumholz HM, Madigan D, Hripcsak G, Suchard MA. Large-scale evidence generation and evaluation across a network of databases (LEGEND): assessing validity using hypertension as a case study. J Am Med Inform Assoc. 2020;27(8):1268-77. doi: 10.1093/jamia/ocaa124. PubMed PMID: 32827027; PubMed Central PMCID: PMC7481033.
262. Brat GA, Weber GM, Gehlenborg N, Avillach P, Palmer NP, Chiovato L, Cimino J, Waitman LR, Omenn GS, Malovini A, Moore JH, Beaulieu-Jones BK, Tibollo V, Murphy SN, Yi SL, Keller MS, Bellazzi R, Hanauer DA, Serret-Larmande A, Gutierrez-Sacristan A, Holmes JJ, Bell DS, Mandl KD, Follett RW, Klann JG, Murad DA, Scudeller L, Bucalo M, Kirchoff K, Craig J, Obeid J, Jouhet V, Griffier R, Cossin S, Moal B, Patel LP, Bellasi A, Prokosch HU, Kraska D, Sliz P, Tan ALM, Ngiam KY, Zambelli A, Mowery DL, Schiver E, Devkota B, Bradford RL, Daniar M, Daniel C, Benoit V, Bey R, Paris N, Serre P, Orlova N, Dubiel J, Hilka M, Jannot AS, Breant S, Leblanc J, Griffon N, Burgun A, Bernaux M, Sandrin A, Salamanca E, Cormont S, Ganslandt T, Gradinger T, Champ J, Boeker M, Martel P, Esteve L, Gramfort A, Grisel O, Leprovost D, Moreau T, Varoquaux G, Vie JJ, Wassermann D, Mensch A, Caucheteux C, Haverkamp C, Lemaitre G, Bosari S, Krantz ID, South A, Cai T, Kohane IS. International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium. NPJ Digit Med. 2020;3:109. Epub 20200819. doi: 10.1038/s41746-020-00308-0. PubMed PMID: 32864472; PubMed Central PMCID: PMC7438496.
263. Lane JCE, Weaver J, Kostka K, Duarte-Salles T, Abrahao MTF, Alghoul H, Alser O, Alshammari TM, Biedermann P, Banda JM, Burn E, Casajust P, Conover MM, Culhane AC, Davydov A, DuVall SL, Dymshyts D, Fernandez-Bertolin S, Fišter K, Hardin J, Hester L, Hripcsak G, Kaas-Hansen BS, Kent S, Khosla S, Kolovos S, Lambert CG, van der Lei J, Lynch KE, Makadia R, Margulis AV, Matheny ME, Mehta P, Morales DR, Morgan-Stewart H, Mosseveld M, Newby D, Nyberg F, Ostropolets A, Park RW, Prats-Uribe A, Rao GA, Reich C, Reps J, Rijnbeek P, Sathappan SMK, Schuemie M, Seager S, Sena AG, Shoaibi A, Spotnitz M, Suchard MA, Torre CO, Vizcaya D, Wen H, de Wilde M, Xie J, You SC, Zhang L, Zhuk O, Ryan P, Prieto-Alhambra D. Risk of hydroxychloroquine alone and in combination with azithromycin in the treatment of rheumatoid arthritis: a multinational, retrospective study. Lancet Rheumatol. 2020;2(11):e698-e711. Epub 20200821. doi: 10.1016/s2665-9913(20)30276-9. PubMed PMID: 32864627; PubMed Central PMCID: PMC7442425.
264. Schuemie MJ, Ryan PB, Pratt N, Chen R, You SC, Krumholz HM, Madigan D, Hripcsak G, Suchard MA. Principles of Large-scale Evidence Generation and Evaluation across a Network of Databases (LEGEND). J Am Med Inform Assoc. 2020;27(8):1331-7. doi: 10.1093/jamia/ocaa103. PubMed PMID: 32909033; PubMed Central PMCID: PMC7481029.
265. Lee SM, Kim K, Yoon J, Park SK, Moon S, Lee SE, Oh J, Yoo S, Kim KI, Yoon HJ, Lee HY. Association between Use of Hydrochlorothiazide and Nonmelanoma Skin Cancer: Common Data Model Cohort Study in Asian Population. J Clin Med. 2020;9(9). Epub 20200909. doi: 10.3390/jcm9092910. PubMed PMID: 32916988; PubMed Central PMCID: PMC7563303.
266. Su CC, Chia-Cheng Lai E, Kao Yang YH, Man KKC, Kubota K, Stang P, Schuemie M, Ryan P, Hardy C, Zhang Y, Kimura S, Kamijima Y, Wong ICK, Setoguchi S. Incidence, prevalence and prescription patterns of antipsychotic medications use in Asia and US: A cross-nation comparison with common data model. J Psychiatr Res. 2020;131:77-84. Epub 20200827. doi: 10.1016/j.jpsychires.2020.08.025. PubMed PMID: 32947205.
267. Mandair D, Tiwari P, Simon S, Colborn KL, Rosenberg MA. Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data. BMC Med Inform Decis Mak. 2020;20(1):252. Epub 20201002. doi: 10.1186/s12911-020-01268-x. PubMed PMID: 33008368; PubMed Central PMCID: PMC7532582.
268. Fishbein HA, Birch RJ, Mathew SM, Sawyer HL, Pulver G, Poling J, Kaelber D, Mardon R, Johnson MC, Pace W, Umbel KD, Zhang X, Siegel KR, Imperatore G, Shrestha S, Proia K, Cheng Y, McKeever Bullard K, Gregg EW, Rolka D, Pavkov ME. The Longitudinal Epidemiologic Assessment of Diabetes Risk (LEADR): Unique 1.4 M patient Electronic Health Record cohort. Healthc (Amst). 2020;8(4):100458. Epub 20201001. doi: 10.1016/j.hjdsi.2020.100458. PubMed PMID: 33011645.
269. Alser O, Craig RS, Lane JCE, Prats-Uribe A, Robinson DE, Rees JL, Prieto-Alhambra D, Furniss D. Serious complications and risk of re-operation after Dupuytren’s disease surgery: a population-based cohort study of 121,488 patients in England. Sci Rep. 2020;10(1):16520. Epub 20201005. doi: 10.1038/s41598-020-73595-y. PubMed PMID: 33020582; PubMed Central PMCID: PMC7536429.
270. Liu S, Wang Y, Wen A, Wang L, Hong N, Shen F, Bedrick S, Hersh W, Liu H. Implementation of a Cohort Retrieval System for Clinical Data Repositories Using the Observational Medical Outcomes Partnership Common Data Model: Proof-of-Concept System Validation. JMIR Med Inform. 2020;8(10):e17376. Epub 20201006. doi: 10.2196/17376. PubMed PMID: 33021486; PubMed Central PMCID: PMC7576539.
271. Lee DY, Cho J, You SC, Park RW, Kim CS, Lee EY, Aizenstein H, Andreescu C, Karim H, Hong CH, Rho HW, Park B, Son SJ. Risk of Mortality in Elderly Coronavirus Disease 2019 Patients With Mental Health Disorders: A Nationwide Retrospective Study in South Korea. Am J Geriatr Psychiatry. 2020;28(12):1308-16. Epub 20200928. doi: 10.1016/j.jagp.2020.09.016. PubMed PMID: 33023798; PubMed Central PMCID: PMC7521355.
272. Burn E, You SC, Sena AG, Kostka K, Abedtash H, Abrahão MTF, Alberga A, Alghoul H, Alser O, Alshammari TM, Aragon M, Areia C, Banda JM, Cho J, Culhane AC, Davydov A, DeFalco FJ, Duarte-Salles T, DuVall S, Falconer T, Fernandez-Bertolin S, Gao W, Golozar A, Hardin J, Hripcsak G, Huser V, Jeon H, Jing Y, Jung CY, Kaas-Hansen BS, Kaduk D, Kent S, Kim Y, Kolovos S, Lane JCE, Lee H, Lynch KE, Makadia R, Matheny ME, Mehta PP, Morales DR, Natarajan K, Nyberg F, Ostropolets A, Park RW, Park J, Posada JD, Prats-Uribe A, Rao G, Reich C, Rho Y, Rijnbeek P, Schilling LM, Schuemie M, Shah NH, Shoaibi A, Song S, Spotnitz M, Suchard MA, Swerdel JN, Vizcaya D, Volpe S, Wen H, Williams AE, Yimer BB, Zhang L, Zhuk O, Prieto-Alhambra D, Ryan P. Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study. Nat Commun. 2020;11(1):5009. Epub 20201006. doi: 10.1038/s41467-020-18849-z. PubMed PMID: 33024121; PubMed Central PMCID: PMC7538555.
273. Cho S, Sin M, Tsapepas D, Dale LA, Husain SA, Mohan S, Natarajan K. Content Coverage Evaluation of the OMOP Vocabulary on the Transplant Domain Focusing on Concepts Relevant for Kidney Transplant Outcomes Analysis. Appl Clin Inform. 2020;11(4):650-8. Epub 20201007. doi: 10.1055/s-0040-1716528. PubMed PMID: 33027834; PubMed Central PMCID: PMC7557323.
274. Brandt PS, Kiefer RC, Pacheco JA, Adekkanattu P, Sholle ET, Ahmad FS, Xu J, Xu Z, Ancker JS, Wang F, Luo Y, Jiang G, Pathak J, Rasmussen LV. Toward cross-platform electronic health record-driven phenotyping using Clinical Quality Language. Learn Health Syst. 2020;4(4):e10233. Epub 20200625. doi: 10.1002/lrh2.10233. PubMed PMID: 33083538; PubMed Central PMCID: PMC7556419.
275. You SC, Rho Y, Bikdeli B, Kim J, Siapos A, Weaver J, Londhe A, Cho J, Park J, Schuemie M, Suchard MA, Madigan D, Hripcsak G, Gupta A, Reich CG, Ryan PB, Park RW, Krumholz HM. Association of Ticagrelor vs Clopidogrel With Net Adverse Clinical Events in Patients With Acute Coronary Syndrome Undergoing Percutaneous Coronary Intervention. Jama. 2020;324(16):1640-50. doi: 10.1001/jama.2020.16167. PubMed PMID: 33107944; PubMed Central PMCID: PMC7592033.
276. Cho J, You SC, Lee S, Park D, Park B, Hripcsak G, Park RW. Application of Epidemiological Geographic Information System: An Open-Source Spatial Analysis Tool Based on the OMOP Common Data Model. Int J Environ Res Public Health. 2020;17(21). Epub 20201026. doi: 10.3390/ijerph17217824. PubMed PMID: 33114631; PubMed Central PMCID: PMC7663469.
277. Jeon S, Seo J, Kim S, Lee J, Kim JH, Sohn JW, Moon J, Joo HJ. Proposal and Assessment of a De-Identification Strategy to Enhance Anonymity of the Observational Medical Outcomes Partnership Common Data Model (OMOP-CDM) in a Public Cloud-Computing Environment: Anonymization of Medical Data Using Privacy Models. J Med Internet Res. 2020;22(11):e19597. Epub 20201126. doi: 10.2196/19597. PubMed PMID: 33177037; PubMed Central PMCID: PMC7728527.
278. Ryu B, Yoon E, Kim S, Lee S, Baek H, Yi S, Na HY, Kim JW, Baek RM, Hwang H, Yoo S. Transformation of Pathology Reports Into the Common Data Model With Oncology Module: Use Case for Colon Cancer. J Med Internet Res. 2020;22(12):e18526. Epub 20201209. doi: 10.2196/18526. PubMed PMID: 33295294; PubMed Central PMCID: PMC7758167.
279. Jin S, Kostka K, Posada JD, Kim Y, Seo SI, Lee DY, Shah NH, Roh S, Lim YH, Chae SG, Jin U, Son SJ, Reich C, Rijnbeek PR, Park RW, You SC. Prediction of Major Depressive Disorder Following Beta-Blocker Therapy in Patients with Cardiovascular Diseases. J Pers Med. 2020;10(4). Epub 20201218. doi: 10.3390/jpm10040288. PubMed PMID: 33352870; PubMed Central PMCID: PMC7766565.
280. Schuemie MJ, Cepeda MS, Suchard MA, Yang J, Tian Y, Schuler A, Ryan PB, Madigan D, Hripcsak G. How Confident Are We about Observational Findings in Healthcare: A Benchmark Study. Harv Data Sci Rev. 2020;2(1). Epub 20200131. doi: 10.1162/99608f92.147cc28e. PubMed PMID: 33367288; PubMed Central PMCID: PMC7755157.
281. Bompelli A, Li J, Xu Y, Wang N, Wang Y, Adam T, He Z, Zhang R. Deep Learning Approach to Parse Eligibility Criteria in Dietary Supplements Clinical Trials Following OMOP Common Data Model. AMIA Annu Symp Proc. 2020;2020:243-52. Epub 20210125. PubMed PMID: 33936396; PubMed Central PMCID: PMC8075443.
282. Ostropolets A, Reich C, Ryan P, Weng C, Molinaro A, DeFalco F, Jonnagaddala J, Liaw ST, Jeon H, Park RW, Spotnitz ME, Natarajan K, Argyriou G, Kostka K, Miller R, Williams A, Minty E, Posada J, Hripcsak G. Characterizing database granularity using SNOMED-CT hierarchy. AMIA Annu Symp Proc. 2020;2020:983-92. Epub 20210125. PubMed PMID: 33936474; PubMed Central PMCID: PMC8075504.
283. Zuo X, Li J, Zhao B, Zhou Y, Dong X, Duke J, Natarajan K, Hripcsak G, Shah N, Banda JM, Reeves R, Miller T, Xu H. Normalizing Clinical Document Titles to LOINC Document Ontology: an Initial Study. AMIA Annu Symp Proc. 2020;2020:1441-50. Epub 20210125. PubMed PMID: 33936520; PubMed Central PMCID: PMC8075502.
284. Harris DR. Leveraging Differential Privacy in Geospatial Analyses of Standardized Healthcare Data. Proc IEEE Int Conf Big Data. 2020;2020:3119-22. doi: 10.1109/bigdata50022.2020.9378390. PubMed PMID: 35253022; PubMed Central PMCID: PMC8896738.
285. Blacketer C, Voss EA, DeFalco F, Hughes N, Schuemie MJ, Moinat M, Rijnbeek PR. Using the Data Quality Dashboard to Improve the EHDEN Network. Applied
Sciences [Internet]. 2021; 11(24).
286. Hockett CW, Praveen PA, Ong TC, Amutha A, Isom SP, Jensen ET, D’Agostino RB, Jr., Hamman RF, Mayer-Davis EJ, Lawrence JM, Pihoker C, Kahn MG, Mohan V, Tandon N, Dabelea D. Clinical profile at diagnosis with youth-onset type 1 and type 2 diabetes in two pediatric diabetes registries: SEARCH (United States) and YDR (India). Pediatr Diabetes. 2021;22(1):22-30. Epub 20200129. doi: 10.1111/pedi.12981. PubMed PMID: 31953884; PubMed Central PMCID: PMC7785282.
287. Amutha A, Praveen PA, Hockett CW, Ong TC, Jensen ET, Isom SP, D’Agostino RBJ, Hamman RF, Mayer-Davis EJ, Wadwa RP, Lawrence JM, Pihoker C, Kahn MG, Dabelea D, Tandon N, Mohan V. Treatment regimens and glycosylated hemoglobin levels in youth with Type 1 and Type 2 diabetes: Data from SEARCH (United States) and YDR (India) registries. Pediatr Diabetes. 2021;22(1):31-9. Epub 20200324. doi: 10.1111/pedi.13004. PubMed PMID: 32134536; PubMed Central PMCID: PMC7744104.
288. Jensen ET, Dabelea DA, Praveen PA, Amutha A, Hockett CW, Isom SP, Ong TC, Mohan V, D’Agostino R, Jr., Kahn MG, Hamman RF, Wadwa P, Dolan L, Lawrence JM, Madhu SV, Chhokar R, Goel K, Tandon N, Mayer-Davis E. Comparison of the incidence of diabetes in United States and Indian youth: An international harmonization of youth diabetes registries. Pediatr Diabetes. 2021;22(1):8-14. Epub 20200406. doi: 10.1111/pedi.13009. PubMed PMID: 32196874; PubMed Central PMCID: PMC7748376.
289. Kim HI, Yoon JY, Kwak MS, Cha JM. Real-World Use of Colonoscopy in an Older Population: A Nationwide Standard Cohort Study Using a Common Data Model. Dig Dis Sci. 2021;66(7):2227-34. Epub 20200720. doi: 10.1007/s10620-020-06494-x. PubMed PMID: 32691386.
290. Haendel MA, Chute CG, Bennett TD, Eichmann DA, Guinney J, Kibbe WA, Payne PRO, Pfaff ER, Robinson PN, Saltz JH, Spratt H, Suver C, Wilbanks J, Wilcox AB, Williams AE, Wu C, Blacketer C, Bradford RL, Cimino JJ, Clark M, Colmenares EW, Francis PA, Gabriel D, Graves A, Hemadri R, Hong SS, Hripscak G, Jiao D, Klann JG, Kostka K, Lee AM, Lehmann HP, Lingrey L, Miller RT, Morris M, Murphy SN, Natarajan K, Palchuk MB, Sheikh U, Solbrig H, Visweswaran S, Walden A, Walters KM, Weber GM, Zhang XT, Zhu RL, Amor B, Girvin AT, Manna A, Qureshi N, Kurilla MG, Michael SG, Portilla LM, Rutter JL, Austin CP, Gersing KR. The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment. J Am Med Inform Assoc. 2021;28(3):427-43. doi: 10.1093/jamia/ocaa196. PubMed PMID: 32805036; PubMed Central PMCID: PMC7454687.
291. Fife D, Blacketer C, Knight RK, Weaver J. Stroke Risk Among Elderly Users of Haloperidol and Typical Antipsychotics Versus Atypical Antipsychotics: A Real-World Study From a US Health Insurance Claims Database. Am J Geriatr Psychiatry. 2021;29(5):499-510. Epub 20200928. doi: 10.1016/j.jagp.2020.09.017. PubMed PMID: 33097389.
292. Thurin NH, Lassalle R, Schuemie M, Pénichon M, Gagne JJ, Rassen JA, Benichou J, Weill A, Blin P, Moore N, Droz-Perroteau C. Empirical assessment of case-based methods for identification of drugs associated with acute liver injury in the French National Healthcare System database (SNDS). Pharmacoepidemiol Drug Saf. 2021;30(3):320-33. Epub 20201119. doi: 10.1002/pds.5161. PubMed PMID: 33099844.
293. Kim C, You SC, Reps JM, Cheong JY, Park RW. Machine-learning model to predict the cause of death using a stacking ensemble method for observational data. J Am Med Inform Assoc. 2021;28(6):1098-107. doi: 10.1093/jamia/ocaa277. PubMed PMID: 33211841; PubMed Central PMCID: PMC8200274.
294. Kim JH, Ta CN, Liu C, Sung C, Butler AM, Stewart LA, Ena L, Rogers JR, Lee J, Ostropolets A, Ryan PB, Liu H, Lee SM, Elkind MSV, Weng C. Towards clinical data-driven eligibility criteria optimization for interventional COVID-19 clinical trials. J Am Med Inform Assoc. 2021;28(1):14-22. doi: 10.1093/jamia/ocaa276. PubMed PMID: 33260201; PubMed Central PMCID: PMC7798960.
295. Kent S, Burn E, Dawoud D, Jonsson P, Østby JT, Hughes N, Rijnbeek P, Bouvy JC. Common Problems, Common Data Model Solutions: Evidence Generation for Health Technology Assessment. Pharmacoeconomics. 2021;39(3):275-85. Epub 20201218. doi: 10.1007/s40273-020-00981-9. PubMed PMID: 33336320; PubMed Central PMCID: PMC7746423.
296. Morales DR, Conover MM, You SC, Pratt N, Kostka K, Duarte-Salles T, Fernández-Bertolín S, Aragón M, DuVall SL, Lynch K, Falconer T, van Bochove K, Sung C, Matheny ME, Lambert CG, Nyberg F, Alshammari TM, Williams AE, Park RW, Weaver J, Sena AG, Schuemie MJ, Rijnbeek PR, Williams RD, Lane JCE, Prats-Uribe A, Zhang L, Areia C, Krumholz HM, Prieto-Alhambra D, Ryan PB, Hripcsak G, Suchard MA. Renin-angiotensin system blockers and susceptibility to COVID-19: an international, open science, cohort analysis. Lancet Digit Health. 2021;3(2):e98-e114. Epub 20201217. doi: 10.1016/s2589-7500(20)30289-2. PubMed PMID: 33342753; PubMed Central PMCID: PMC7834915.
297. Lane JCE, Weaver J, Kostka K, Duarte-Salles T, Abrahao MTF, Alghoul H, Alser O, Alshammari TM, Areia C, Biedermann P, Banda JM, Burn E, Casajust P, Fister K, Hardin J, Hester L, Hripcsak G, Kaas-Hansen BS, Khosla S, Kolovos S, Lynch KE, Makadia R, Mehta PP, Morales DR, Morgan-Stewart H, Mosseveld M, Newby D, Nyberg F, Ostropolets A, Woong Park R, Prats-Uribe A, Rao GA, Reich C, Rijnbeek P, Sena AG, Shoaibi A, Spotnitz M, Subbian V, Suchard MA, Vizcaya D, Wen H, Wilde M, Xie J, You SC, Zhang L, Lovestone S, Ryan P, Prieto-Alhambra D. Risk of depression, suicide and psychosis with hydroxychloroquine treatment for rheumatoid arthritis: a multinational network cohort study. Rheumatology (Oxford). 2021;60(7):3222-34. doi: 10.1093/rheumatology/keaa771. PubMed PMID: 33367863; PubMed Central PMCID: PMC7798671.
298. Kim HI, Yoon JY, Kwak MS, Cha JM. Gastrointestinal and Nongastrointestinal Complications of Esophagogastroduodenoscopy and Colonoscopy in the Real World: A Nationwide Standard Cohort Using the Common Data Model Database. Gut Liver. 2021;15(4):569-78. doi: 10.5009/gnl20222. PubMed PMID: 33402543; PubMed Central PMCID: PMC8283291.
299. Cronin RM, Halvorson AE, Springer C, Feng X, Sulieman L, Loperena-Cortes R, Mayo K, Carroll RJ, Chen Q, Ahmedani BK, Karnes J, Korf B, O’Donnell CJ, Qian J, Ramirez AH. Comparison of family health history in surveys vs electronic health record data mapped to the observational medical outcomes partnership data model in the All of Us Research Program. J Am Med Inform Assoc. 2021;28(4):695-703. doi: 10.1093/jamia/ocaa315. PubMed PMID: 33404595; PubMed Central PMCID: PMC7973437.
300. Belenkaya R, Gurley MJ, Golozar A, Dymshyts D, Miller RT, Williams AE, Ratwani S, Siapos A, Korsik V, Warner J, Campbell WS, Rivera D, Banokina T, Modina E, Bethusamy S, Stewart HM, Patel M, Chen R, Falconer T, Park RW, You SC, Jeon H, Shin SJ, Reich C. Extending the OMOP Common Data Model and Standardized Vocabularies to Support Observational Cancer Research. JCO Clin Cancer Inform. 2021;5:12-20. doi: 10.1200/cci.20.00079. PubMed PMID: 33411620; PubMed Central PMCID: PMC8140810.
301. Schuemie MJ, Weinstein R, Ryan PB, Berlin JA. Quantifying bias in epidemiologic studies evaluating the association between acetaminophen use and cancer. Regul Toxicol Pharmacol. 2021;120:104866. Epub 20210115. doi: 10.1016/j.yrtph.2021.104866. PubMed PMID: 33454352.
302. Cepeda MS, Kern DM, Canuso CM. At baseline patients treated with esketamine have higher burden of disease than other patients with treatment resistant depression: Learnings from a population based study. Depress Anxiety. 2021;38(5):521-7. Epub 20210121. doi: 10.1002/da.23138. PubMed PMID: 33475213; PubMed Central PMCID: PMC8248018.
303. Maier C, Kapsner LA, Mate S, Prokosch HU, Kraus S. Patient Cohort Identification on Time Series Data Using the OMOP Common Data Model. Appl Clin Inform. 2021;12(1):57-64. Epub 20210127. doi: 10.1055/s-0040-1721481. PubMed PMID: 33506478; PubMed Central PMCID: PMC7840432.
304. Burn E, Tebé C, Fernandez-Bertolin S, Aragon M, Recalde M, Roel E, Prats-Uribe A, Prieto-Alhambra D, Duarte-Salles T. The natural history of symptomatic COVID-19 during the first wave in Catalonia. Nat Commun. 2021;12(1):777. Epub 20210203. doi: 10.1038/s41467-021-21100-y. PubMed PMID: 33536436; PubMed Central PMCID: PMC7858639.
305. Reps JM, Rijnbeek P, Cuthbert A, Ryan PB, Pratt N, Schuemie M. An empirical analysis of dealing with patients who are lost to follow-up when developing prognostic models using a cohort design. BMC Med Inform Decis Mak. 2021;21(1):43. Epub 20210206. doi: 10.1186/s12911-021-01408-x. PubMed PMID: 33549087; PubMed Central PMCID: PMC7866757.
306. Ostropolets A, Elias PA, Reyes MV, Wan EY, Pajvani UB, Hripcsak G, Morrow JP. Metformin Is Associated With a Lower Risk of Atrial Fibrillation and Ventricular Arrhythmias Compared With Sulfonylureas: An Observational Study. Circ Arrhythm Electrophysiol. 2021;14(3):e009115. Epub 20210207. doi: 10.1161/circep.120.009115. PubMed PMID: 33554609; PubMed Central PMCID: PMC7969445.
307. Seong Y, You SC, Ostropolets A, Rho Y, Park J, Cho J, Dymshyts D, Reich CG, Heo Y, Park RW. Incorporation of Korean Electronic Data Interchange Vocabulary into Observational Medical Outcomes Partnership Vocabulary. Healthc Inform Res. 2021;27(1):29-38. Epub 20210131. doi: 10.4258/hir.2021.27.1.29. PubMed PMID: 33611874; PubMed Central PMCID: PMC7921574.
308. Reps JM, Kim C, Williams RD, Markus AF, Yang C, Duarte-Salles T, Falconer T, Jonnagaddala J, Williams A, Fernández-Bertolín S, DuVall SL, Kostka K, Rao G, Shoaibi A, Ostropolets A, Spotnitz ME, Zhang L, Casajust P, Steyerberg EW, Nyberg F, Kaas-Hansen BS, Choi YH, Morales D, Liaw ST, Abrahão MTF, Areia C, Matheny ME, Lynch KE, Aragón M, Park RW, Hripcsak G, Reich CG, Suchard MA, You SC, Ryan PB, Prieto-Alhambra D, Rijnbeek PR. Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study. JMIR Med Inform. 2021;9(4):e21547. Epub 20210405. doi: 10.2196/21547. PubMed PMID: 33661754; PubMed Central PMCID: PMC8023380.
309. Wang J, Abu-El-Rub N, Gray J, Pham HA, Zhou Y, Manion FJ, Liu M, Song X, Xu H, Rouhizadeh M, Zhang Y. COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model. J Am Med Inform Assoc. 2021;28(6):1275-83. doi: 10.1093/jamia/ocab015. PubMed PMID: 33674830; PubMed Central PMCID: PMC7989301.
310. Park J, Lee SH, You SC, Kim J, Yang K. Effect of renin-angiotensin-aldosterone system inhibitors on Covid-19 patients in Korea. PLoS One. 2021;16(3):e0248058. Epub 20210311. doi: 10.1371/journal.pone.0248058. PubMed PMID: 33705440; PubMed Central PMCID: PMC7951918.
311. Callahan A, Polony V, Posada JD, Banda JM, Gombar S, Shah NH. ACE: the Advanced Cohort Engine for searching longitudinal patient records. J Am Med Inform Assoc. 2021;28(7):1468-79. doi: 10.1093/jamia/ocab027. PubMed PMID: 33712854; PubMed Central PMCID: PMC8279796.
312. Jeon H, You SC, Kang SY, Seo SI, Warner JL, Belenkaya R, Park RW. Characterizing the Anticancer Treatment Trajectory and Pattern in Patients Receiving Chemotherapy for Cancer Using Harmonized Observational Databases: Retrospective Study. JMIR Med Inform. 2021;9(4):e25035. Epub 20210406. doi: 10.2196/25035. PubMed PMID: 33720842; PubMed Central PMCID: PMC8058693.
313. Tan EH, Sena AG, Prats-Uribe A, You SC, Ahmed WU, Kostka K, Reich C, Duvall SL, Lynch KE, Matheny ME, Duarte-Salles T, Bertolin SF, Hripcsak G, Natarajan K, Falconer T, Spotnitz M, Ostropolets A, Blacketer C, Alshammari TM, Alghoul H, Alser O, Lane JCE, Dawoud DM, Shah K, Yang Y, Zhang L, Areia C, Golozar A, Recalde M, Casajust P, Jonnagaddala J, Subbian V, Vizcaya D, Lai LYH, Nyberg F, Morales DR, Posada JD, Shah NH, Gong M, Vivekanantham A, Abend A, Minty EP, Suchard M, Rijnbeek P, Ryan PB, Prieto-Alhambra D. COVID-19 in patients with autoimmune diseases: characteristics and outcomes in a multinational network of cohorts across three countries. Rheumatology (Oxford). 2021;60(Si):Si37-si50. doi: 10.1093/rheumatology/keab250. PubMed PMID: 33725121; PubMed Central PMCID: PMC7989171.
314. Chan You S, Krumholz HM, Suchard MA, Schuemie MJ, Hripcsak G, Chen R, Shea S, Duke J, Pratt N, Reich CG, Madigan D, Ryan PB, Woong Park R, Park S. Comprehensive Comparative Effectiveness and Safety of First-Line β-Blocker Monotherapy in Hypertensive Patients: A Large-Scale Multicenter Observational Study. Hypertension. 2021;77(5):1528-38. Epub 20210329. doi: 10.1161/hypertensionaha.120.16402. PubMed PMID: 33775125; PubMed Central PMCID: PMC8035236.
315. Kim JW, Kim S, Ryu B, Song W, Lee HY, Yoo S. Transforming electronic health record polysomnographic data into the Observational Medical Outcome Partnership’s Common Data Model: a pilot feasibility study. Sci Rep. 2021;11(1):7013. Epub 20210329. doi: 10.1038/s41598-021-86564-w. PubMed PMID: 33782494; PubMed Central PMCID: PMC8007756.
316. Park J, You SC, Jeong E, Weng C, Park D, Roh J, Lee DY, Cheong JY, Choi JW, Kang M, Park RW. A Framework (SOCRATex) for Hierarchical Annotation of Unstructured Electronic Health Records and Integration Into a Standardized Medical Database: Development and Usability Study. JMIR Med Inform. 2021;9(3):e23983. Epub 20210330. doi: 10.2196/23983. PubMed PMID: 33783361; PubMed Central PMCID: PMC8044740.
317. Liu H, Chi Y, Butler A, Sun Y, Weng C. A knowledge base of clinical trial eligibility criteria. J Biomed Inform. 2021;117:103771. Epub 20210401. doi: 10.1016/j.jbi.2021.103771. PubMed PMID: 33813032; PubMed Central PMCID: PMC8407851.
318. Rogers JR, Liu C, Hripcsak G, Cheung YK, Weng C. Comparison of Clinical Characteristics Between Clinical Trial Participants and Nonparticipants Using Electronic Health Record Data. JAMA Netw Open. 2021;4(4):e214732. Epub 20210401. doi: 10.1001/jamanetworkopen.2021.4732. PubMed PMID: 33825838; PubMed Central PMCID: PMC8027910.
319. Wang L, Swerdel JN, Weaver J, Weiss B, Pan G, Yuan Z, DiBattiste PM. Incidence rate of hospitalization and mortality in the first year following initial diagnosis of cardiac amyloidosis in the US claims databases. Curr Med Res Opin. 2021;37(8):1275-81. Epub 20210423. doi: 10.1080/03007995.2021.1913109. PubMed PMID: 33830834.
320. Lübbeke A, Smith JA, Prieto-Alhambra D, Carr AJ. The case for an academic discipline of medical device science. EFORT Open Rev. 2021;6(3):160-3. Epub 20210301. doi: 10.1302/2058-5241.6.200094. PubMed PMID: 33841914; PubMed Central PMCID: PMC8025702.
321. Hripcsak G, Schuemie MJ, Madigan D, Ryan PB, Suchard MA. Drawing Reproducible Conclusions from Observational Clinical Data with OHDSI. Yearb Med Inform. 2021;30(1):283-9. Epub 20210421. doi: 10.1055/s-0041-1726481. PubMed PMID: 33882595; PubMed Central PMCID: PMC8416226.
322. Sun Y, Butler A, Stewart LA, Liu H, Yuan C, Southard CT, Kim JH, Weng C. Building an OMOP common data model-compliant annotated corpus for COVID-19 clinical trials. J Biomed Inform. 2021;118:103790. Epub 20210428. doi: 10.1016/j.jbi.2021.103790. PubMed PMID: 33887457; PubMed Central PMCID: PMC8079156.
323. Vogelsang RP, Bojesen RD, Hoelmich ER, Orhan A, Buzquurz F, Cai L, Grube C, Zahid JA, Allakhverdiiev E, Raskov HH, Drakos I, Derian N, Ryan PB, Rijnbeek PR, Gögenur I. Prediction of 90-day mortality after surgery for colorectal cancer using standardized nationwide quality-assurance data. BJS Open. 2021;5(3). doi: 10.1093/bjsopen/zrab023. PubMed PMID: 33963368; PubMed Central PMCID: PMC8105588.
324. Prats-Uribe A, Sena AG, Lai LYH, Ahmed WU, Alghoul H, Alser O, Alshammari TM, Areia C, Carter W, Casajust P, Dawoud D, Golozar A, Jonnagaddala J, Mehta PP, Gong M, Morales DR, Nyberg F, Posada JD, Recalde M, Roel E, Shah K, Shah NH, Schilling LM, Subbian V, Vizcaya D, Zhang L, Zhang Y, Zhu H, Liu L, Cho J, Lynch KE, Matheny ME, You SC, Rijnbeek PR, Hripcsak G, Lane JC, Burn E, Reich C, Suchard MA, Duarte-Salles T, Kostka K, Ryan PB, Prieto-Alhambra D. Use of repurposed and adjuvant drugs in hospital patients with covid-19: multinational network cohort study. Bmj. 2021;373:n1038. Epub 20210511. doi: 10.1136/bmj.n1038. PubMed PMID: 33975825; PubMed Central PMCID: PMC8111167.
325. Shoaibi A, Fortin SP, Weinstein R, Berlin JA, Ryan P. Comparative Effectiveness of Famotidine in Hospitalized COVID-19 Patients. Am J Gastroenterol. 2021;116(4):692-9. doi: 10.14309/ajg.0000000000001153. PubMed PMID: 33982938.
326. Kang B, Yoon J, Kim HY, Jo SJ, Lee Y, Kam HJ. Deep-learning-based automated terminology mapping in OMOP-CDM. J Am Med Inform Assoc. 2021;28(7):1489-96. doi: 10.1093/jamia/ocab030. PubMed PMID: 33987667; PubMed Central PMCID: PMC8279781.
327. Lenert LA, Ilatovskiy AV, Agnew J, Rudisill P, Jacobs J, Weatherston D, Deans KR, Jr. Automated production of research data marts from a canonical fast healthcare interoperability resource data repository: applications to COVID-19 research. J Am Med Inform Assoc. 2021;28(8):1605-11. doi: 10.1093/jamia/ocab108. PubMed PMID: 33993254; PubMed Central PMCID: PMC8243354.
328. Shin H, Lee S. An OMOP-CDM based pharmacovigilance data-processing pipeline (PDP) providing active surveillance for ADR signal detection from real-world data sources. BMC Med Inform Decis Mak. 2021;21(1):159. Epub 20210517. doi: 10.1186/s12911-021-01520-y. PubMed PMID: 34001114; PubMed Central PMCID: PMC8130307.
329. Fortin SP, Johnston SS, Schuemie MJ. Applied comparison of large-scale propensity score matching and cardinality matching for causal inference in observational research. BMC Med Res Methodol. 2021;21(1):109. Epub 20210524. doi: 10.1186/s12874-021-01282-1. PubMed PMID: 34030640; PubMed Central PMCID: PMC8146256.
330. Yoon JY, Cha JM, Kim HI, Kwak MS. Seasonal variation of peptic ulcer disease, peptic ulcer bleeding, and acute pancreatitis: A nationwide population-based study using a common data model. Medicine (Baltimore). 2021;100(21):e25820. doi: 10.1097/md.0000000000025820. PubMed PMID: 34032695; PubMed Central PMCID: PMC8154390.
331. Dimitriadis VK, Gavriilidis GI, Natsiavas P. Pharmacovigilance and Clinical Environment: Utilizing OMOP-CDM and OHDSI Software Stack to Integrate EHR Data. Stud Health Technol Inform. 2021;281:555-9. doi: 10.3233/shti210232. PubMed PMID: 34042637.
332. Zoch M, Gierschner C, Peng Y, Gruhl M, Leutner LA, Sedlmayr M, Bathelt F. Adaption of the OMOP CDM for Rare Diseases. Stud Health Technol Inform. 2021;281:138-42. doi: 10.3233/shti210136. PubMed PMID: 34042721.
333. Chen Z, Liu H, Butler A, Ostropolets A, Weng C. Potential Role of Clinical Trial Eligibility Criteria in Electronic Phenotyping. Stud Health Technol Inform. 2021;281:148-52. doi: 10.3233/shti210138. PubMed PMID: 34042723.
334. Boudis F, Clement G, Bruandet A, Lamer A. Automated Generation of Individual and Population Clinical Pathways with the OMOP Common Data Model. Stud Health Technol Inform. 2021;281:218-22. doi: 10.3233/shti210152. PubMed PMID: 34042737.
335. Rinaldi E, Thun S. From OpenEHR to FHIR and OMOP Data Model for Microbiology Findings. Stud Health Technol Inform. 2021;281:402-6. doi: 10.3233/shti210189. PubMed PMID: 34042774.
336. Majeed RW, Stöhr MR, Günther A. HIStream-Import: A Generic ETL Framework for Processing Arbitrary Patient Data Collections or Hospital Information Systems into HL7 FHIR Bundles. Stud Health Technol Inform. 2021;278:75-9. doi: 10.3233/shti210053. PubMed PMID: 34042878.
337. Majeed RW, Fischer P, Günther A. Accessing OMOP Common Data Model Repositories with the i2b2 Webclient – Algorithm for Automatic Query Translation. Stud Health Technol Inform. 2021;278:251-9. doi: 10.3233/shti210077. PubMed PMID: 34042902.
338. Duarte-Salles T, Vizcaya D, Pistillo A, Casajust P, Sena AG, Lai LYH, Prats-Uribe A, Ahmed WU, Alshammari TM, Alghoul H, Alser O, Burn E, You SC, Areia C, Blacketer C, DuVall S, Falconer T, Fernandez-Bertolin S, Fortin S, Golozar A, Gong M, Tan EH, Huser V, Iveli P, Morales DR, Nyberg F, Posada JD, Recalde M, Roel E, Schilling LM, Shah NH, Shah K, Suchard MA, Zhang L, Zhang Y, Williams AE, Reich CG, Hripcsak G, Rijnbeek P, Ryan P, Kostka K, Prieto-Alhambra D. Thirty-Day Outcomes of Children and Adolescents With COVID-19: An International Experience. Pediatrics. 2021;148(3). Epub 20210528. doi: 10.1542/peds.2020-042929. PubMed PMID: 34049958.
339. Oh S, Sung M, Rhee Y, Hong N, Park YR. Evaluation of the Privacy Risks of Personal Health Identifiers and Quasi-Identifiers in a Distributed Research Network: Development and Validation Study. JMIR Med Inform. 2021;9(5):e24940. Epub 20210531. doi: 10.2196/24940. PubMed PMID: 34057426; PubMed Central PMCID: PMC8204238.
340. Kim GL, Yi YH, Hwang HR, Kim J, Park Y, Kim YJ, Lee JG, Tak YJ, Lee SH, Lee SY, Cho YH, Park EJ, Lee Y. The Risk of Osteoporosis and Osteoporotic Fracture Following the Use of Irritable Bowel Syndrome Medical Treatment: An Analysis Using the OMOP CDM Database. J Clin Med. 2021;10(9). Epub 20210510. doi: 10.3390/jcm10092044. PubMed PMID: 34068814; PubMed Central PMCID: PMC8126251.
341. Prats-Uribe A, Xie J, Prieto-Alhambra D, Petersen I. Smoking and COVID-19 Infection and Related Mortality: A Prospective Cohort Analysis of UK Biobank Data. Clin Epidemiol. 2021;13:357-65. Epub 20210525. doi: 10.2147/clep.S300597. PubMed PMID: 34079378; PubMed Central PMCID: PMC8164669.
342. Sharafeldin N, Bates B, Song Q, Madhira V, Yan Y, Dong S, Lee E, Kuhrt N, Shao YR, Liu F, Bergquist T, Guinney J, Su J, Topaloglu U. Outcomes of COVID-19 in Patients With Cancer: Report From the National COVID Cohort Collaborative (N3C). J Clin Oncol. 2021;39(20):2232-46. Epub 20210604. doi: 10.1200/jco.21.01074. PubMed PMID: 34085538; PubMed Central PMCID: PMC8260918.
343. Lee J, Liu C, Kim JH, Butler A, Shang N, Pang C, Natarajan K, Ryan P, Ta C, Weng C. Comparative effectiveness of medical concept embedding for feature engineering in phenotyping. JAMIA Open. 2021;4(2):ooab028. Epub 20210616. doi: 10.1093/jamiaopen/ooab028. PubMed PMID: 34142015; PubMed Central PMCID: PMC8206403.
344. Mamidi TKK, Tran-Nguyen TK, Melvin RL, Worthey EA. Development of An Individualized Risk Prediction Model for COVID-19 Using Electronic Health Record Data. Front Big Data. 2021;4:675882. Epub 20210604. doi: 10.3389/fdata.2021.675882. PubMed PMID: 34151259; PubMed Central PMCID: PMC8211871.
345. Reeves RM, Christensen L, Brown JR, Conway M, Levis M, Gobbel GT, Shah RU, Goodrich C, Ricket I, Minter F, Bohm A, Bray BE, Matheny ME, Chapman W. Adaptation of an NLP system to a new healthcare environment to identify social determinants of health. J Biomed Inform. 2021;120:103851. Epub 20210624. doi: 10.1016/j.jbi.2021.103851. PubMed PMID: 34174396; PubMed Central PMCID: PMC8386129.
346. Gaudet-Blavignac C, Raisaro JL, Touré V, Österle S, Crameri K, Lovis C. A National, Semantic-Driven, Three-Pillar Strategy to Enable Health Data Secondary Usage Interoperability for Research Within the Swiss Personalized Health Network: Methodological Study. JMIR Med Inform. 2021;9(6):e27591. Epub 20210624. doi: 10.2196/27591. PubMed PMID: 34185008; PubMed Central PMCID: PMC8277320.
347. Almeida JR, Silva JF, Matos S, Oliveira JL. A two-stage workflow to extract and harmonize drug mentions from clinical notes into observational databases. J Biomed Inform. 2021;120:103849. Epub 20210630. doi: 10.1016/j.jbi.2021.103849. PubMed PMID: 34214696.
348. Bennett TD, Moffitt RA, Hajagos JG, Amor B, Anand A, Bissell MM, Bradwell KR, Bremer C, Byrd JB, Denham A, DeWitt PE, Gabriel D, Garibaldi BT, Girvin AT, Guinney J, Hill EL, Hong SS, Jimenez H, Kavuluru R, Kostka K, Lehmann HP, Levitt E, Mallipattu SK, Manna A, McMurry JA, Morris M, Muschelli J, Neumann AJ, Palchuk MB, Pfaff ER, Qian Z, Qureshi N, Russell S, Spratt H, Walden A, Williams AE, Wooldridge JT, Yoo YJ, Zhang XT, Zhu RL, Austin CP, Saltz JH, Gersing KR, Haendel MA, Chute CG. Clinical Characterization and Prediction of Clinical Severity of SARS-CoV-2 Infection Among US Adults Using Data From the US National COVID Cohort Collaborative. JAMA Netw Open. 2021;4(7):e2116901. Epub 20210701. doi: 10.1001/jamanetworkopen.2021.16901. PubMed PMID: 34255046; PubMed Central PMCID: PMC8278272.
349. Recalde M, Roel E, Pistillo A, Sena AG, Prats-Uribe A, Ahmed WU, Alghoul H, Alshammari TM, Alser O, Areia C, Burn E, Casajust P, Dawoud D, DuVall SL, Falconer T, Fernández-Bertolín S, Golozar A, Gong M, Lai LYH, Lane JCE, Lynch KE, Matheny ME, Mehta PP, Morales DR, Natarjan K, Nyberg F, Posada JD, Reich CG, Rijnbeek PR, Schilling LM, Shah K, Shah NH, Subbian V, Zhang L, Zhu H, Ryan P, Prieto-Alhambra D, Kostka K, Duarte-Salles T. Characteristics and outcomes of 627 044 COVID-19 patients living with and without obesity in the United States, Spain, and the United Kingdom. Int J Obes (Lond). 2021;45(11):2347-57. Epub 20210715. doi: 10.1038/s41366-021-00893-4. PubMed PMID: 34267326; PubMed Central PMCID: PMC8281807.
350. Roel E, Pistillo A, Recalde M, Sena AG, Fernández-Bertolín S, Aragón M, Puente D, Ahmed WU, Alghoul H, Alser O, Alshammari TM, Areia C, Blacketer C, Carter W, Casajust P, Culhane AC, Dawoud D, DeFalco F, DuVall SL, Falconer T, Golozar A, Gong M, Hester L, Hripcsak G, Tan EH, Jeon H, Jonnagaddala J, Lai LYH, Lynch KE, Matheny ME, Morales DR, Natarajan K, Nyberg F, Ostropolets A, Posada JD, Prats-Uribe A, Reich CG, Rivera DR, Schilling LM, Soerjomataram I, Shah K, Shah NH, Shen Y, Spotniz M, Subbian V, Suchard MA, Trama A, Zhang L, Zhang Y, Ryan PB, Prieto-Alhambra D, Kostka K, Duarte-Salles T. Characteristics and Outcomes of Over 300,000 Patients with COVID-19 and History of Cancer in the United States and Spain. Cancer Epidemiol Biomarkers Prev. 2021;30(10):1884-94. Epub 20210716. doi: 10.1158/1055-9965.Epi-21-0266. PubMed PMID: 34272262.
351. Ge J, Pletcher MJ, Lai JC. Outcomes of SARS-CoV-2 Infection in Patients With Chronic Liver Disease and Cirrhosis: A National COVID Cohort Collaborative Study. Gastroenterology. 2021;161(5):1487-501.e5. Epub 20210718. doi: 10.1053/j.gastro.2021.07.010. PubMed PMID: 34284037; PubMed Central PMCID: PMC8286237.
352. Schüttler C, Prokosch HU, Sedlmayr M, Sedlmayr B. Evaluation of Three Feasibility Tools for Identifying Patient Data and Biospecimen Availability: Comparative Usability Study. JMIR Med Inform. 2021;9(7):e25531. Epub 20210721. doi: 10.2196/25531. PubMed PMID: 34287211; PubMed Central PMCID: PMC8339981.
353. Catala M, Coma E, Alonso S, Álvarez-Lacalle E, Cordomi S, López D, Fina F, Medina-Peralta M, Prats C, Prieto-Alhambra D. Risk Diagrams Based on Primary Care Electronic Medical Records and Linked Real-Time PCR Data to Monitor Local COVID-19 Outbreaks During the Summer 2020: A Prospective Study Including 7,671,862 People in Catalonia. Front Public Health. 2021;9:693956. Epub 20210705. doi: 10.3389/fpubh.2021.693956. PubMed PMID: 34291033; PubMed Central PMCID: PMC8287173.
354. Giangreco NP, Tatonetti NP. Evaluating risk detection methods to uncover ontogenic-mediated adverse drug effect mechanisms in children. BioData Min. 2021;14(1):34. Epub 20210722. doi: 10.1186/s13040-021-00264-9. PubMed PMID: 34294093; PubMed Central PMCID: PMC8296590.
355. Chen R, Suchard MA, Krumholz HM, Schuemie MJ, Shea S, Duke J, Pratt N, Reich CG, Madigan D, You SC, Ryan PB, Hripcsak G. Comparative First-Line Effectiveness and Safety of ACE (Angiotensin-Converting Enzyme) Inhibitors and Angiotensin Receptor Blockers: A Multinational Cohort Study. Hypertension. 2021;78(3):591-603. Epub 20210726. doi: 10.1161/hypertensionaha.120.16667. PubMed PMID: 34304580; PubMed Central PMCID: PMC8363588.
356. Blacketer C, Defalco FJ, Ryan PB, Rijnbeek PR. Increasing trust in real-world evidence through evaluation of observational data quality. J Am Med Inform Assoc. 2021;28(10):2251-7. doi: 10.1093/jamia/ocab132. PubMed PMID: 34313749; PubMed Central PMCID: PMC8449628.
357. Hankey GJ. Evolution of Evidence-Based Medicine in Stroke. Cerebrovasc Dis. 2021;50(6):644-55. Epub 20210727. doi: 10.1159/000517679. PubMed PMID: 34315156.
358. Bhuyan P, Medin J, da Silva HG, Yadavalli M, Shankar NK, Mullerova H, Arnold M, Nord M. Very rare thrombosis with thrombocytopenia after second AZD1222 dose: a global safety database analysis. Lancet. 2021;398(10300):577-8. Epub 20210727. doi: 10.1016/s0140-6736(21)01693-7. PubMed PMID: 34329583.
359. Ostropolets A, Zachariah P, Ryan P, Chen R, Hripcsak G. Data Consult Service: Can we use observational data to address immediate clinical needs? J Am Med Inform Assoc. 2021;28(10):2139-46. doi: 10.1093/jamia/ocab122. PubMed PMID: 34333606; PubMed Central PMCID: PMC8449613.
360. Sathappan SMK, Jeon YS, Dang TK, Lim SC, Shao YM, Tai ES, Feng M. Transformation of Electronic Health Records and Questionnaire Data to OMOP CDM: A Feasibility Study Using SG_T2DM Dataset. Appl Clin Inform. 2021;12(4):757-67. Epub 20210811. doi: 10.1055/s-0041-1732301. PubMed PMID: 34380168; PubMed Central PMCID: PMC8357458.
361. Yuan C, Ryan PB, Ta CN, Kim JH, Li Z, Weng C. From clinical trials to clinical practice: How long are drugs tested and then used by patients? J Am Med Inform Assoc. 2021;28(11):2456-60. doi: 10.1093/jamia/ocab164. PubMed PMID: 34389867; PubMed Central PMCID: PMC8510283.
362. Alser O, Abram SGF, Craig RS, Lane JCE, Shaw AV, Prats-Uribe A, Rees JL, Prieto-Alhambra D, Furniss D. Temporal Trends and Geographical Variation in Dupuytren Disease Surgery in England: A Population-Based Cohort Study. Ann Plast Surg. 2021;87(3):265-70. doi: 10.1097/sap.0000000000002734. PubMed PMID: 34397515.
363. Hardin J, Reps JM. Evaluating the impact of covariate lookback times on performance of patient-level prediction models. BMC Med Res Methodol. 2021;21(1):180. Epub 20210828. doi: 10.1186/s12874-021-01370-2. PubMed PMID: 34454423; PubMed Central PMCID: PMC8403343.
364. Li X, Liu H, Kury F, Yuan C, Butler A, Sun Y, Ostropolets A, Xu H, Weng C. A Comparison between Human and NLP-based Annotation of Clinical Trial Eligibility Criteria Text Using The OMOP Common Data Model. AMIA Jt Summits Transl Sci Proc. 2021;2021:394-403. Epub 20210517. PubMed PMID: 34457154; PubMed Central PMCID: PMC8378608.
365. Sun Y, Butler A, Diallo I, Kim JH, Ta C, Rogers JR, Liu H, Weng C. A Framework for Systematic Assessment of Clinical Trial Population Representativeness Using Electronic Health Records Data. Appl Clin Inform. 2021;12(4):816-25. Epub 20210908. doi: 10.1055/s-0041-1733846. PubMed PMID: 34496418; PubMed Central PMCID: PMC8426045.
366. Papez V, Moinat M, Payralbe S, Asselbergs FW, Lumbers RT, Hemingway H, Dobson R, Denaxas S. Transforming and evaluating electronic health record disease phenotyping algorithms using the OMOP common data model: a case study in heart failure. JAMIA Open. 2021;4(3):ooab001. Epub 20210204. doi: 10.1093/jamiaopen/ooab001. PubMed PMID: 34514354; PubMed Central PMCID: PMC8423424.
367. Lee KA, Jin HY, Kim YJ, Im YJ, Kim EY, Park TS. Treatment Patterns of Type 2 Diabetes Assessed Using a Common Data Model Based on Electronic Health Records of 2000-2019. J Korean Med Sci. 2021;36(36):e230. Epub 20210913. doi: 10.3346/jkms.2021.36.e230. PubMed PMID: 34519186; PubMed Central PMCID: PMC8438187.
368. Prats-Uribe A, Tobed M, Villacampa JM, Agüero A, García-Bastida C, Tato JI, Rodrigáñez L, Holguera VD, Hernández-García E, Poletti D, Simonetti G, Villarraga V, Meler-Claramonte C, Sánchez Barrueco Á, Chiesa-Estomba C, Casasayas M, Parente-Arias P, Mata-Castro N, Rello J, Castro P, Prieto-Alhambra D, Vilaseca I, Avilés-Jurado FX. Timing of elective tracheotomy and duration of mechanical ventilation among patients admitted to intensive care with severe COVID-19: A multicenter prospective cohort study. Head Neck. 2021;43(12):3743-56. Epub 20210915. doi: 10.1002/hed.26863. PubMed PMID: 34524714; PubMed Central PMCID: PMC8652734.
369. Lee SH, Chun KJ, Park J, Kim J, Sung JD, Park RW, Choi J, Yang K. Angiotensin converting enzyme inhibitors and incidence of lung cancer in a population based cohort of common data model in Korea. Sci Rep. 2021;11(1):18576. Epub 20210917. doi: 10.1038/s41598-021-97989-8. PubMed PMID: 34535723; PubMed Central PMCID: PMC8448874.
370. Peng Y, Nassirian A, Ahmadi N, Sedlmayr M, Bathelt F. Towards the Representation of Genomic Data in HL7 FHIR and OMOP CDM. Stud Health Technol Inform. 2021;283:86-94. doi: 10.3233/shti210545. PubMed PMID: 34545823.
371. Reinecke I, Zoch M, Reich C, Sedlmayr M, Bathelt F. The Usage of OHDSI OMOP – A Scoping Review. Stud Health Technol Inform. 2021;283:95-103. doi: 10.3233/shti210546. PubMed PMID: 34545824.
372. Català M, Li X, Prats C, Prieto-Alhambra D. The impact of prioritisation and dosing intervals on the effects of COVID-19 vaccination in Europe: an agent-based cohort model. Sci Rep. 2021;11(1):18812. Epub 20210922. doi: 10.1038/s41598-021-98216-0. PubMed PMID: 34552139; PubMed Central PMCID: PMC8458447.
373. Khalid S, Yang C, Blacketer C, Duarte-Salles T, Fernández-Bertolín S, Kim C, Park RW, Park J, Schuemie MJ, Sena AG, Suchard MA, You SC, Rijnbeek PR, Reps JM. A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data. Comput Methods Programs Biomed. 2021;211:106394. Epub 20210906. doi: 10.1016/j.cmpb.2021.106394. PubMed PMID: 34560604; PubMed Central PMCID: PMC8420135.
374. Ryu B, Yoo S, Kim S, Choi J. Development of Prediction Models for Unplanned Hospital Readmission within 30 Days Based on Common Data Model: A Feasibility Study. Methods Inf Med. 2021;60(S 02):e65-e75. Epub 20210928. doi: 10.1055/s-0041-1735166. PubMed PMID: 34583416; PubMed Central PMCID: PMC8714301.
375. Abbasi J. Choose ARBs Over ACE Inhibitors for First-line Hypertension Treatment, Large New Analysis Suggests. Jama. 2021;326(13):1244-5. doi: 10.1001/jama.2021.14017. PubMed PMID: 34609454.
376. Lee JH, Kim S, Kim K, Chai YJ, Yu HW, Kim SJ, Choi JY, Chung YS, Lee KE, Yi KH. Assessment of Inter-Institutional Post-Operative Hypoparathyroidism Status Using a Common Data Model. J Clin Med. 2021;10(19). Epub 20210928. doi: 10.3390/jcm10194454. PubMed PMID: 34640472; PubMed Central PMCID: PMC8509408.
377. Wood WA, Marks P, Plovnick RM, Hewitt K, Neuberg DS, Walters S, Dolan BK, Tucker EA, Abrams CS, Thompson AA, Anderson KC, Kluetz P, Farrell A, Rivera D, Gertzog M, Pappas G. ASH Research Collaborative: a real-world data infrastructure to support real-world evidence development and learning healthcare systems in hematology. Blood Adv. 2021;5(23):5429-38. doi: 10.1182/bloodadvances.2021005902. PubMed PMID: 34673922; PubMed Central PMCID: PMC9153041.
378. Lamer A, Abou-Arab O, Bourgeois A, Parrot A, Popoff B, Beuscart JB, Tavernier B, Moussa MD. Transforming Anesthesia Data Into the Observational Medical Outcomes Partnership Common Data Model: Development and Usability Study. J Med Internet Res. 2021;23(10):e29259. Epub 20211029. doi: 10.2196/29259. PubMed PMID: 34714250; PubMed Central PMCID: PMC8590192.
379. Biedermann P, Ong R, Davydov A, Orlova A, Solovyev P, Sun H, Wetherill G, Brand M, Didden EM. Standardizing registry data to the OMOP Common Data Model: experience from three pulmonary hypertension databases. BMC Med Res Methodol. 2021;21(1):238. Epub 20211102. doi: 10.1186/s12874-021-01434-3. PubMed PMID: 34727871; PubMed Central PMCID: PMC8565035.
380. Mun Y, You SC, Lee DY, Kim S, Chung YR, Lee K, Song JH, Park YG, Park YH, Roh YJ, Woo SJ, Park KH, Park RW, Yoo S, Chang DJ, Park SJ. Real-world incidence of endopthalmitis after intravitreal anti-VEGF injections in Korea: findings from the Common Data Model in ophthalmology. Epidemiol Health. 2021;43:e2021097. Epub 20211109. doi: 10.4178/epih.e2021097. PubMed PMID: 34773936; PubMed Central PMCID: PMC8864106.
381. Gabetta M, Alloni A, Polce F, Lanzola G, Parimbelli E, Barbarini N. Development of a FHIR Layer on Top of the OMOP Common Data Model for the CAPABLE Project. Stud Health Technol Inform. 2021;287:28-9. doi: 10.3233/shti210804. PubMed PMID: 34795073.
382. Girani E, Gabetta M, Alloni A, Stuppia M, Sacchi L, Barbarini N. Automatic Data Transfer from OMOP-CDM to REDCap: A Semantically-Enriched Framework. Stud Health Technol Inform. 2021;287:30-1. doi: 10.3233/shti210805. PubMed PMID: 34795074.
383. Reinecke I, Zoch M, Wilhelm M, Sedlmayr M, Bathelt F. Transfer of Clinical Drug Data to a Research Infrastructure on OMOP – A FAIR Concept. Stud Health Technol Inform. 2021;287:63-7. doi: 10.3233/shti210815. PubMed PMID: 34795082.
384. Pedrera M, Garcia N, Rubio P, Cruz JL, Bernal JL, Serrano P. Making EHRs Reusable: A Common Framework of Data Operations. Stud Health Technol Inform. 2021;287:129-33. doi: 10.3233/shti210831. PubMed PMID: 34795096.
385. Ethier JF, Goyer F, Fabry P, Barton A. The Prescription of Drug Ontology 2.0 (PDRO): More Than the Sum of Its Parts. Int J Environ Res Public Health. 2021;18(22). Epub 20211116. doi: 10.3390/ijerph182212025. PubMed PMID: 34831777; PubMed Central PMCID: PMC8619589.
386. Ye Y, Barapatre S, Davis MK, Elliston KO, Davatzikos C, Fedorov A, Fillion-Robin JC, Foster I, Gilbertson JR, Lasso A, Miller JV, Morgan M, Pieper S, Raumann BE, Sarachan BD, Savova G, Silverstein JC, Taylor DP, Zelnis JB, Zhang GQ, Cuticchia J, Becich MJ. Open-source Software Sustainability Models: Initial White Paper From the Informatics Technology for Cancer Research Sustainability and Industry Partnership Working Group. J Med Internet Res. 2021;23(12):e20028. Epub 20211202. doi: 10.2196/20028. PubMed PMID: 34860667; PubMed Central PMCID: PMC8686402.
387. Li X, Lai LY, Ostropolets A, Arshad F, Tan EH, Casajust P, Alshammari TM, Duarte-Salles T, Minty EP, Areia C, Pratt N, Ryan PB, Hripcsak G, Suchard MA, Schuemie MJ, Prieto-Alhambra D. Bias, Precision and Timeliness of Historical (Background) Rate Comparison Methods for Vaccine Safety Monitoring: An Empirical Multi-Database Analysis. Front Pharmacol. 2021;12:773875. Epub 20211124. doi: 10.3389/fphar.2021.773875. PubMed PMID: 34899334; PubMed Central PMCID: PMC8652333.
388. Paris N, Lamer A, Parrot A. Transformation and Evaluation of the MIMIC Database in the OMOP Common Data Model: Development and Usability Study. JMIR Med Inform. 2021;9(12):e30970. Epub 20211214. doi: 10.2196/30970. PubMed PMID: 34904958; PubMed Central PMCID: PMC8715361.
389. Choi S, Choi SJ, Kim JK, Nam KC, Lee S, Kim JH, Lee YK. Preliminary feasibility assessment of CDM-based active surveillance using current status of medical device data in medical records and OMOP-CDM. Sci Rep. 2021;11(1):24070. Epub 20211215. doi: 10.1038/s41598-021-03332-6. PubMed PMID: 34911976; PubMed Central
PMCID: PMC8674329.
390. Nestsiarovich A, Reps JM, Matheny ME, DuVall SL, Lynch KE, Beaton M, Jiang X, Spotnitz M, Pfohl SR, Shah NH, Torre CO, Reich CG, Lee DY, Son SJ, You SC, Park RW, Ryan PB, Lambert CG. Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study. Transl Psychiatry. 2021;11(1):642. Epub 20211220. doi: 10.1038/s41398-021-01760-6. PubMed PMID: 34930903; PubMed Central PMCID: PMC8688463.
391. Reyes C, Pistillo A, Fernández-Bertolín S, Recalde M, Roel E, Puente D, Sena AG, Blacketer C, Lai L, Alshammari TM, Ahmed WU, Alser O, Alghoul H, Areia C, Dawoud D, Prats-Uribe A, Valveny N, de Maeztu G, Sorlí Redó L, Martinez Roldan J, Lopez Montesinos I, Schilling LM, Golozar A, Reich C, Posada JD, Shah N, You SC, Lynch KE, DuVall SL, Matheny ME, Nyberg F, Ostropolets A, Hripcsak G, Rijnbeek PR, Suchard MA, Ryan P, Kostka K, Duarte-Salles T. Characteristics and outcomes of patients with COVID-19 with and without prevalent hypertension: a multinational cohort study. BMJ Open. 2021;11(12):e057632. Epub 20211222. doi: 10.1136/bmjopen-2021-057632. PubMed PMID: 34937726; PubMed Central PMCID: PMC8704062.
392. Reps JM, Ryan P, Rijnbeek PR. Investigating the impact of development and internal validation design when training prognostic models using a retrospective cohort in big US observational healthcare data. BMJ Open. 2021;11(12):e050146. Epub 20211224. doi: 10.1136/bmjopen-2021-050146. PubMed PMID: 34952871; PubMed Central PMCID: PMC8710861.
393. Ji X, Cui G, Xu C, Hou J, Zhang Y, Ren Y. Combining a Pharmacological Network Model with a Bayesian Signal Detection Algorithm to Improve the Detection of Adverse Drug Events. Front Pharmacol. 2021;12:773135. Epub 20220103. doi: 10.3389/fphar.2021.773135. PubMed PMID: 35046809; PubMed Central PMCID: PMC8762263.
394. Phuong J, Zampino E, Dobbins N, Espinoza J, Meeker D, Spratt H, Madlock-Brown C, Weiskopf NG, Wilcox A. Extracting Patient-level Social Determinants of Health into the OMOP Common Data Model. AMIA Annu Symp Proc. 2021;2021:989-98. Epub 20220221. PubMed PMID: 35308947; PubMed Central PMCID: PMC8861735.
395. Li X, Ostropolets A, Makadia R, Shoaibi A, Rao G, Sena AG, Martinez-Hernandez E, Delmestri A, Verhamme K, Rijnbeek PR, Duarte-Salles T, Suchard MA, Ryan PB, Hripcsak G, Prieto-Alhambra D. Characterising the background incidence rates of adverse events of special interest for covid-19 vaccines in eight countries: multinational network cohort study. Bmj. 2021;373:n1435. Epub 20210614. doi: 10.1136/bmj.n1435. PubMed PMID: 35727911; PubMed Central PMCID: PMC8193077.
396. Kim JE, Choi YJ, Oh SW, Kim MG, Jo SK, Cho WY, Ahn SY, Kwon YJ, Ko GJ. The Effect of Statins on Mortality of Patients With Chronic Kidney Disease Based on Data of the Observational Medical Outcomes Partnership Common Data Model (OMOP-CDM) and Korea National Health Insurance Claims Database. Front Nephrol. 2021;1:821585. Epub 20220202. doi: 10.3389/fneph.2021.821585. PubMed PMID: 37674813; PubMed Central PMCID: PMC10479676.
397. Sivesind TE, Runion T, Branda M, Schilling LM, Dellavalle RP. Dermatologic Research Potential of the Observational Health Data Sciences and Informatics (OHDSI) Network. Dermatology. 2022;238(1):44-52. Epub 20210318. doi: 10.1159/000514536. PubMed PMID: 33735862.
398. Khalid S, Reyes C, Ernst M, Delmestri A, Toth E, Libanati C, Abrahamsen B, Prieto-Alhambra D. One- and 2-year incidence of osteoporotic fracture: a multi-cohort observational study using routinely collected real-world data. Osteoporos Int. 2022;33(1):123-37. Epub 20210815. doi: 10.1007/s00198-021-06077-0. PubMed PMID: 34392386; PubMed Central PMCID: PMC8758600.
399. Matthewman J, Mansfield KE, Prieto-Alhambra D, Mulick AR, Smeeth L, Lowe KE, Silverwood RJ, Langan SM. Atopic Eczema-Associated Fracture Risk and Oral Corticosteroids: A Population-Based Cohort Study. J Allergy Clin Immunol Pract. 2022;10(1):257-66.e8. Epub 20210924. doi: 10.1016/j.jaip.2021.09.026. PubMed PMID: 34571200; PubMed Central PMCID: PMC7612204.
400. Pfaff ER, Girvin AT, Gabriel DL, Kostka K, Morris M, Palchuk MB, Lehmann HP, Amor B, Bissell M, Bradwell KR, Gold S, Hong SS, Loomba J, Manna A, McMurry JA, Niehaus E, Qureshi N, Walden A, Zhang XT, Zhu RL, Moffitt RA, Haendel MA, Chute CG, Adams WG, Al-Shukri S, Anzalone A, Baghal A, Bennett TD, Bernstam EV, Bernstam EV, Bissell MM, Bush B, Campion TR, Castro V, Chang J, Chaudhari DD, Chen W, Chu S, Cimino JJ, Crandall KA, Crooks M, Davies SJD, DiPalazzo J, Dorr D, Eckrich D, Eltinge SE, Fort DG, Golovko G, Gupta S, Haendel MA, Hajagos JG, Hanauer DA, Harnett BM, Horswell R, Huang N, Johnson SG, Kahn M, Khanipov K, Kieler C, Luzuriaga KR, Maidlow S, Martinez A, Mathew J, McClay JC, McMahan G, Melancon B, Meystre S, Miele L, Morizono H, Pablo R, Patel L, Phuong J, Popham DJ, Pulgarin C, Santos C, Sarkar IN, Sazo N, Setoguchi S, Soby S, Surampalli S, Suver C, Vangala UMR, Visweswaran S, Oehsen JV, Walters KM, Wiley L, Williams DA, Zai A. Synergies between centralized and federated approaches to data quality: a report from the national COVID cohort collaborative. J Am Med Inform Assoc. 2022;29(4):609-18. doi: 10.1093/jamia/ocab217. PubMed PMID: 34590684; PubMed Central PMCID: PMC8500110.
401. Canoy D, Harvey NC, Prieto-Alhambra D, Cooper C, Meyer HE, Åsvold BO, Nazarzadeh M, Rahimi K. Elevated blood pressure, antihypertensive medications and bone health in the population: revisiting old hypotheses and exploring future research directions. Osteoporos Int. 2022;33(2):315-26. Epub 20211013. doi: 10.1007/s00198-021-06190-0. PubMed PMID: 34642814; PubMed Central PMCID: PMC8813726.
402. Lynch KE, Shipherd JC, Gatsby E, Viernes B, DuVall SL, Blosnich JR. Sexual orientation-related disparities in health conditions that elevate COVID-19 severity. Ann Epidemiol. 2022;66:5-12. Epub 20211114. doi: 10.1016/j.annepidem.2021.11.006. PubMed PMID: 34785397; PubMed Central PMCID: PMC8601164.
403. Schuemie MJ, Chen Y, Madigan D, Suchard MA. Combining cox regressions across a heterogeneous distributed research network facing small and zero counts. Stat Methods Med Res. 2022;31(3):438-50. Epub 20211129. doi: 10.1177/09622802211060518. PubMed PMID: 34841975.
404. Williams RD, Reps JM, Rijnbeek PR, Ryan PB, Prieto-Alhambra D. 90-Day all-cause mortality can be predicted following a total knee replacement: an international, network study to develop and validate a prediction model. Knee Surg Sports Traumatol Arthrosc. 2022;30(9):3068-75. Epub 20211206. doi: 10.1007/s00167-021-06799-y. PubMed PMID: 34870731; PubMed Central PMCID: PMC9418076.
405. Lee E, Karim H, Andreescu C, Mizuno A, Aizenstein H, Lee H, Lee D, Lee K, Cho SM, Kim D, Park RW, Son SJ, Park B. Network modeling of anxiety and psychological characteristics on suicidal behavior: Cross-sectional study. J Affect Disord. 2022;299:545-52. Epub 20211221. doi: 10.1016/j.jad.2021.12.050. PubMed PMID: 34952111.
406. Seo SI, Park CH, Kim TJ, Bang CS, Kim JY, Lee KJ, Kim J, Kim HH, You SC, Shin WG. Aspirin, metformin, and statin use on the risk of gastric cancer: A nationwide population-based cohort study in Korea with systematic review and meta-analysis. Cancer Med. 2022;11(4):1217-31. Epub 20211230. doi: 10.1002/cam4.4514. PubMed PMID: 34970858; PubMed Central PMCID: PMC8855895.
407. Morales DR, Ostropolets A, Lai L, Sena A, Duvall S, Suchard M, Verhamme K, Rjinbeek P, Posada J, Ahmed W, Alshammary T, Alghoul H, Alser O, Areia C, Blacketer C, Burn E, Casajust P, You SC, Dawoud D, Golozar A, Gong M, Jonnagaddala J, Lynch K, Matheny M, Minty E, Nyberg F, Uribe A, Recalde M, Reich C, Scheumie M, Shah K, Shah N, Schilling L, Vizcaya D, Zhang L, Hripcsak G, Ryan P, Prieto-Alhambra D, Durate-Salles T, Kostka K. Characteristics and outcomes of COVID-19 patients with and without asthma from the United States, South Korea, and Europe. J Asthma. 2022:1-11. Epub 20220211. doi: 10.1080/02770903.2021.2025392. PubMed PMID: 35012410.
408. Park C, You SC, Jeon H, Jeong CW, Choi JW, Park RW. Development and Validation of the Radiology Common Data Model (R-CDM) for the International Standardization of Medical Imaging Data. Yonsei Med J. 2022;63(Suppl):S74-s83. doi: 10.3349/ymj.2022.63.S74. PubMed PMID: 35040608; PubMed Central PMCID: PMC8790584.
409. Yang C, Kors JA, Ioannou S, John LH, Markus AF, Rekkas A, de Ridder MAJ, Seinen TM, Williams RD, Rijnbeek PR. Trends in the conduct and reporting of clinical prediction model development and validation: a systematic review. J Am Med Inform Assoc. 2022;29(5):983-9. doi: 10.1093/jamia/ocac002. PubMed PMID: 35045179; PubMed Central PMCID: PMC9006694.
410. Yu Y, Zong N, Wen A, Liu S, Stone DJ, Knaack D, Chamberlain AM, Pfaff E, Gabriel D, Chute CG, Shah N, Jiang G. Developing an ETL tool for converting the PCORnet CDM into the OMOP CDM to facilitate the COVID-19 data integration. J Biomed Inform. 2022;127:104002. Epub 20220122. doi: 10.1016/j.jbi.2022.104002. PubMed PMID: 35077901; PubMed Central PMCID: PMC8791245.
411. Williams RD, Markus AF, Yang C, Duarte-Salles T, DuVall SL, Falconer T, Jonnagaddala J, Kim C, Rho Y, Williams AE, Machado AA, An MH, Aragón M, Areia C, Burn E, Choi YH, Drakos I, Abrahão MTF, Fernández-Bertolín S, Hripcsak G, Kaas-Hansen BS, Kandukuri PL, Kors JA, Kostka K, Liaw ST, Lynch KE, Machnicki G, Matheny ME, Morales D, Nyberg F, Park RW, Prats-Uribe A, Pratt N, Rao G, Reich CG, Rivera M, Seinen T, Shoaibi A, Spotnitz ME, Steyerberg EW, Suchard MA, You SC, Zhang L, Zhou L, Ryan PB, Prieto-Alhambra D, Reps JM, Rijnbeek PR. Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network. BMC Med Res Methodol. 2022;22(1):35. Epub 20220130. doi: 10.1186/s12874-022-01505-z. PubMed PMID: 35094685; PubMed Central PMCID: PMC8801189.
412. Lavallee M, Yu T, Evans L, Van Hemelrijck M, Bosco C, Golozar A, Asiimwe A. Evaluating the performance of temporal pattern discovery: new application using statins and rhabdomyolysis in OMOP databases. BMC Med Inform Decis Mak. 2022;22(1):31. Epub 20220203. doi: 10.1186/s12911-022-01765-1. PubMed PMID: 35115001; PubMed Central PMCID: PMC8812213.
413. Kaneko K, Prieto-Alhambra D, Jacklin C, Bosworth A, Dickinson S, Berry S, McAteer H, Taylor PC. Influence of information provided prior to switching from Humira to biosimilar adalimumab on UK patients’ satisfaction: a cross-sectional survey by patient organisations. BMJ Open. 2022;12(2):e050949. Epub 20220216. doi: 10.1136/bmjopen-2021-050949. PubMed PMID: 35172995; PubMed Central PMCID: PMC8852668.
414. Burn E, Li X, Kostka K, Stewart HM, Reich C, Seager S, Duarte-Salles T, Fernandez-Bertolin S, Aragón M, Reyes C, Martinez-Hernandez E, Marti E, Delmestri A, Verhamme K, Rijnbeek P, Horban S, Morales DR, Prieto-Alhambra D. Background rates of five thrombosis with thrombocytopenia syndromes of special interest for COVID-19 vaccine safety surveillance: Incidence between 2017 and 2019 and patient profiles from 38.6 million people in six European countries. Pharmacoepidemiol Drug Saf. 2022;31(5):495-510. Epub 20220227. doi: 10.1002/pds.5419. PubMed PMID: 35191114; PubMed Central PMCID: PMC9088543.
415. Lee SH, Park J, Park RW, Shin SJ, Kim J, Sung JD, Kim DJ, Yang K. Renin-Angiotensin-Aldosterone System Inhibitors and Risk of Cancer: A Population-Based Cohort Study Using a Common Data Model. Diagnostics (Basel). 2022;12(2). Epub 20220121. doi: 10.3390/diagnostics12020263. PubMed PMID: 35204354; PubMed Central PMCID: PMC8871518.
416. Pfaff ER, Haendel MA, Kostka K, Lee A, Niehaus E, Palchuk MB, Walters K, Chute CG. Ensuring a safe(r) harbor: Excising personally identifiable information from structured electronic health record data. J Clin Transl Sci. 2022;6(1):e10. Epub 20211209. doi: 10.1017/cts.2021.880. PubMed PMID: 35211336; PubMed Central PMCID: PMC8826001.
417. Lee KA, Jin HY, Kim YJ, Kim SS, Cho EH, Park TS. Real-world comparison of mono and dual combination therapies of metformin, sulfonylurea, and dipeptidyl peptidase-4 inhibitors using a common data model: A retrospective observational study. Medicine (Baltimore). 2022;101(8):e28823. doi: 10.1097/md.0000000000028823. PubMed PMID: 35212277; PubMed Central PMCID: PMC8878728.
418. Hunger M, Bardenheuer K, Passey A, Schade R, Sharma R, Hague C. The Value of Federated Data Networks in Oncology: What Research Questions Do They Answer? Outcomes From a Systematic Literature Review. Value Health. 2022;25(5):855-68. Epub 20211223. doi: 10.1016/j.jval.2021.11.1357. PubMed PMID: 35249830.
419. Jung H, Yoo S, Kim S, Heo E, Kim B, Lee HY, Hwang H. Patient-Level Fall Risk Prediction Using the Observational Medical Outcomes Partnership’s Common Data Model: Pilot Feasibility Study. JMIR Med Inform. 2022;10(3):e35104. Epub 20220311. doi: 10.2196/35104. PubMed PMID: 35275076; PubMed Central PMCID: PMC8957002.
420. Spotnitz M, Ostropolets A, Castano VG, Natarajan K, Waldman GJ, Argenziano M, Ottman R, Hripcsak G, Choi H, Youngerman BE. Patient characteristics and antiseizure medication pathways in newly diagnosed epilepsy: Feasibility and pilot results using the common data model in a single-center electronic medical record database. Epilepsy Behav. 2022;129:108630. Epub 20220308. doi: 10.1016/j.yebeh.2022.108630. PubMed PMID: 35276502.
421. Byun J, Lee DY, Jeong CW, Kim Y, Rhee HY, Moon KW, Heo J, Hong Y, Kim WJ, Nam SJ, Choi HS, Park JI, Chun IK, Bak SH, Lee K, Byeon GH, Kim KL, Kim JA, Park YJ, Kim JH, Lee EJ, Lee SA, Kwon SO, Park SW, Kasani PH, Kim JK, Kim Y, Kim S, Jang JW. Analysis of treatment pattern of anti-dementia medications in newly diagnosed Alzheimer’s dementia using OMOP CDM. Sci Rep. 2022;12(1):4451. Epub 20220315. doi: 10.1038/s41598-022-08595-1. PubMed PMID: 35292697; PubMed Central PMCID: PMC8924152.
422. Rambla J, Baudis M, Ariosa R, Beck T, Fromont LA, Navarro A, Paloots R, Rueda M, Saunders G, Singh B, Spalding JD, Törnroos J, Vasallo C, Veal CD, Brookes AJ. Beacon v2 and Beacon networks: A “lingua franca” for federated data discovery in biomedical genomics, and beyond. Hum Mutat. 2022;43(6):791-9. Epub 20220408. doi: 10.1002/humu.24369. PubMed PMID: 35297548; PubMed Central PMCID: PMC9322265.
423. Zhou J, Guo C, Ren L, Zhu D, Zhen W, Zhang S, Zhang Q. Gender differences in outpatients with dementia from a large psychiatric hospital in China. BMC Psychiatry. 2022;22(1):208. Epub 20220321. doi: 10.1186/s12888-022-03852-z. PubMed PMID: 35313835; PubMed Central PMCID: PMC8935692.
424. Lu Y, Van Zandt M, Liu Y, Li J, Wang X, Chen Y, Chen Z, Cho J, Dorajoo SR, Feng M, Hsu MH, Hsu JC, Iqbal U, Jonnagaddala J, Li YC, Liaw ST, Lim HS, Ngiam KY, Nguyen PA, Park RW, Pratt N, Reich C, Rhee SY, Sathappan SMK, Shin SJ, Tan HX, You SC, Zhang X, Krumholz HM, Suchard MA, Xu H. Analysis of Dual Combination Therapies Used in Treatment of Hypertension in a Multinational Cohort. JAMA Netw Open. 2022;5(3):e223877. Epub 20220301. doi: 10.1001/jamanetworkopen.2022.3877. PubMed PMID: 35323951; PubMed Central PMCID: PMC8948532.
425. Kostka K, Duarte-Salles T, Prats-Uribe A, Sena AG, Pistillo A, Khalid S, Lai LYH, Golozar A, Alshammari TM, Dawoud DM, Nyberg F, Wilcox AB, Andryc A, Williams A, Ostropolets A, Areia C, Jung CY, Harle CA, Reich CG, Blacketer C, Morales DR, Dorr DA, Burn E, Roel E, Tan EH, Minty E, DeFalco F, de Maeztu G, Lipori G, Alghoul H, Zhu H, Thomas JA, Bian J, Park J, Martínez Roldán J, Posada JD, Banda JM, Horcajada JP, Kohler J, Shah K, Natarajan K, Lynch KE, Liu L, Schilling LM, Recalde M, Spotnitz M, Gong M, Matheny ME, Valveny N, Weiskopf NG, Shah N, Alser O, Casajust P, Park RW, Schuff R, Seager S, DuVall SL, You SC, Song S, Fernández-Bertolín S, Fortin S, Magoc T, Falconer T, Subbian V, Huser V, Ahmed WU, Carter W, Guan Y, Galvan Y, He X, Rijnbeek PR, Hripcsak G, Ryan PB, Suchard MA, Prieto-Alhambra D. Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS. Clin Epidemiol. 2022;14:369-84. Epub 20220322. doi: 10.2147/clep.S323292. PubMed PMID: 35345821; PubMed Central PMCID: PMC8957305.
426. Luo C, Islam MN, Sheils NE, Buresh J, Reps J, Schuemie MJ, Ryan PB, Edmondson M, Duan R, Tong J, Marks-Anglin A, Bian J, Chen Z, Duarte-Salles T, Fernández-Bertolín S, Falconer T, Kim C, Park RW, Pfohl SR, Shah NH, Williams AE, Xu H, Zhou Y, Lautenbach E, Doshi JA, Werner RM, Asch DA, Chen Y. DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models. Nat Commun. 2022;13(1):1678. Epub 20220330. doi: 10.1038/s41467-022-29160-4. PubMed PMID: 35354802; PubMed Central PMCID: PMC8967932.
427. Kim S, Bang JI, Boo D, Kim B, Choi IY, Ko S, Yoo IR, Kim K, Kim J, Joo Y, Ryoo HG, Paeng JC, Park JM, Jang W, Kim B, Chung Y, Yang D, Yoo S, Lee HY. Second primary malignancy risk in thyroid cancer and matched patients with and without radioiodine therapy analysis from the observational health data sciences and informatics. Eur J Nucl Med Mol Imaging. 2022;49(10):3547-56. Epub 20220401. doi: 10.1007/s00259-022-05779-9. PubMed PMID: 35362796.
428. Kim TH, Noh S, Kim YR, Lee C, Kim JE, Jeong CW, Yoon KH. Development and validation of a management system and dataset quality assessment tool for the Radiology Common Data Model (R_CDM): A case study in liver disease. Int J Med Inform. 2022;162:104759. Epub 20220401. doi: 10.1016/j.ijmedinf.2022.104759. PubMed PMID: 35390589.
429. Lai LY, Arshad F, Areia C, Alshammari TM, Alghoul H, Casajust P, Li X, Dawoud D, Nyberg F, Pratt N, Hripcsak G, Suchard MA, Prieto-Alhambra D, Ryan P, Schuemie MJ. Current Approaches to Vaccine Safety Using Observational Data: A Rationale for the EUMAEUS (Evaluating Use of Methods for Adverse Events Under Surveillance-for Vaccines) Study Design. Front Pharmacol. 2022;13:837632. Epub 20220322. doi: 10.3389/fphar.2022.837632. PubMed PMID: 35392566; PubMed Central PMCID: PMC8980923.
430. Raventós B, Pistillo A, Reyes C, Fernández-Bertolín S, Aragón M, Berenguera A, Jacques-Aviñó C, Medina-Perucha L, Burn E, Duarte-Salles T. Impact of the COVID-19 pandemic on diagnoses of common mental health disorders in adults in Catalonia, Spain: a population-based cohort study. BMJ Open. 2022;12(4):e057866. Epub 20220408. doi: 10.1136/bmjopen-2021-057866. PubMed PMID: 35396302; PubMed Central PMCID: PMC8995576.
431. Quiroz JC, Chard T, Sa Z, Ritchie A, Jorm L, Gallego B. Extract, transform, load framework for the conversion of health databases to OMOP. PLoS One. 2022;17(4):e0266911. Epub 20220411. doi: 10.1371/journal.pone.0266911. PubMed PMID: 35404974; PubMed Central PMCID: PMC9000122.
432. Fang Y, Idnay B, Sun Y, Liu H, Chen Z, Marder K, Xu H, Schnall R, Weng C. Combining human and machine intelligence for clinical trial eligibility querying. J Am Med Inform Assoc. 2022;29(7):1161-71. doi: 10.1093/jamia/ocac051. PubMed PMID: 35426943; PubMed Central PMCID: PMC9196697.
433. John LH, Kors JA, Reps JM, Ryan PB, Rijnbeek PR. Logistic regression models for patient-level prediction based on massive observational data: Do we need all data? Int J Med Inform. 2022;163:104762. Epub 20220412. doi: 10.1016/j.ijmedinf.2022.104762. PubMed PMID: 35429722.
434. Bradwell KR, Wooldridge JT, Amor B, Bennett TD, Anand A, Bremer C, Yoo YJ, Qian Z, Johnson SG, Pfaff ER, Girvin AT, Manna A, Niehaus EA, Hong SS, Zhang XT, Zhu RL, Bissell M, Qureshi N, Saltz J, Haendel MA, Chute CG, Lehmann HP, Moffitt RA. Harmonizing units and values of quantitative data elements in a very large nationally pooled electronic health record (EHR) dataset. J Am Med Inform Assoc. 2022;29(7):1172-82. doi: 10.1093/jamia/ocac054. PubMed PMID: 35435957; PubMed Central PMCID: PMC9196692.
435. Bardenheuer K, Van Speybroeck M, Hague C, Nikai E, Price M. Haematology Outcomes Network in Europe (HONEUR)-A collaborative, interdisciplinary platform to harness the potential of real-world data in hematology. Eur J Haematol. 2022;109(2):138-45. Epub 20220514. doi: 10.1111/ejh.13780. PubMed PMID: 35460296.
436. Seinen TM, Fridgeirsson EA, Ioannou S, Jeannetot D, John LH, Kors JA, Markus AF, Pera V, Rekkas A, Williams RD, Yang C, van Mulligen EM, Rijnbeek PR. Use of unstructured text in prognostic clinical prediction models: a systematic review. J Am Med Inform Assoc. 2022;29(7):1292-302. doi: 10.1093/jamia/ocac058. PubMed PMID: 35475536; PubMed Central PMCID: PMC9196702.
437. Ostropolets A, Ryan PB, Schuemie MJ, Hripcsak G. Characterizing Anchoring Bias in Vaccine Comparator Selection Due to Health Care Utilization With COVID-19 and Influenza: Observational Cohort Study. JMIR Public Health Surveill. 2022;8(6):e33099. Epub 20220617. doi: 10.2196/33099. PubMed PMID: 35482996; PubMed Central PMCID: PMC9250064.
438. Naranjo A, Prieto-Alhambra D, Sánchez-Martín J, Pérez-Mitru A, Brosa M. Cost-Effectiveness Analysis of Fracture Liaison Services Compared with Standard of Care in the Secondary Prevention of Fragility Fractures in Spain. Clinicoecon Outcomes Res. 2022;14:249-64. Epub 20220422. doi: 10.2147/ceor.S350790. PubMed PMID: 35492806; PubMed Central PMCID: PMC9041144.
439. Amrollahi F, Shashikumar SP, Meier A, Ohno-Machado L, Nemati S, Wardi G. Inclusion of social determinants of health improves sepsis readmission prediction models. J Am Med Inform Assoc. 2022;29(7):1263-70. doi: 10.1093/jamia/ocac060. PubMed PMID: 35511233; PubMed Central PMCID: PMC9196687.
440. Ostropolets A, Li X, Makadia R, Rao G, Rijnbeek PR, Duarte-Salles T, Sena AG, Shaoibi A, Suchard MA, Ryan PB, Prieto-Alhambra D, Hripcsak G. Factors Influencing Background Incidence Rate Calculation: Systematic Empirical Evaluation Across an International Network of Observational Databases. Front Pharmacol. 2022;13:814198. Epub 20220426. doi: 10.3389/fphar.2022.814198. PubMed PMID: 35559254; PubMed Central PMCID: PMC9087898.
441. Reese JT, Coleman B, Chan L, Blau H, Callahan TJ, Cappelletti L, Fontana T, Bradwell KR, Harris NL, Casiraghi E, Valentini G, Karlebach G, Deer R, McMurry JA, Haendel MA, Chute CG, Pfaff E, Moffitt R, Spratt H, Singh JA, Mungall CJ, Williams AE, Robinson PN. NSAID use and clinical outcomes in COVID-19 patients: a 38-center retrospective cohort study. Virol J. 2022;19(1):84. Epub 20220515. doi: 10.1186/s12985-022-01813-2. PubMed PMID: 35570298; PubMed Central PMCID: PMC9107579.
442. Yi W, Kim BH, Kim M, Kim J, Im M, Ryang S, Kim EH, Jeon YK, Kim SS, Kim IJ. Heart Failure and Stroke Risks in Users of Liothyronine With or Without Levothyroxine Compared with Levothyroxine Alone: A Propensity Score-Matched Analysis. Thyroid. 2022;32(7):764-71. Epub 20220607. doi: 10.1089/thy.2021.0634. PubMed PMID: 35570696.
443. Künnapuu K, Ioannou S, Ligi K, Kolde R, Laur S, Vilo J, Rijnbeek PR, Reisberg S. Trajectories: a framework for detecting temporal clinical event sequences from health data standardized to the Observational Medical Outcomes Partnership (OMOP) Common Data Model. JAMIA Open. 2022;5(1):ooac021. Epub 20220316. doi: 10.1093/jamiaopen/ooac021. PubMed PMID: 35571357; PubMed Central PMCID: PMC9097714.
444. Burn E, Duarte-Salles T, Fernandez-Bertolin S, Reyes C, Kostka K, Delmestri A, Rijnbeek P, Verhamme K, Prieto-Alhambra D. Venous or arterial thrombosis and deaths among COVID-19 cases: a European network cohort study. Lancet Infect Dis. 2022;22(8):1142-52. Epub 20220513. doi: 10.1016/s1473-3099(22)00223-7. PubMed PMID: 35576963; PubMed Central PMCID: PMC9106320.
445. Tan HX, Teo DCH, Lee D, Kim C, Neo JW, Sung C, Chahed H, Ang PS, Tan DSY, Park RW, Dorajoo SR. Applying the OMOP Common Data Model to Facilitate Benefit-Risk Assessments of Medicinal Products Using Real-World Data from Singapore and South Korea. Healthc Inform Res. 2022;28(2):112-22. Epub 20220430. doi: 10.4258/hir.2022.28.2.112. PubMed PMID: 35576979; PubMed Central PMCID: PMC9117808.
446. Wong J, Prieto-Alhambra D, Rijnbeek PR, Desai RJ, Reps JM, Toh S. Applying Machine Learning in Distributed Data Networks for Pharmacoepidemiologic and Pharmacovigilance Studies: Opportunities, Challenges, and Considerations. Drug Saf. 2022;45(5):493-510. Epub 20220517. doi: 10.1007/s40264-022-01158-3. PubMed PMID: 35579813; PubMed Central PMCID: PMC9112258.
447. Williams RD, Reps JM, Kors JA, Ryan PB, Steyerberg E, Verhamme KM, Rijnbeek PR. Using Iterative Pairwise External Validation to Contextualize Prediction Model Performance: A Use Case Predicting 1-Year Heart Failure Risk in Patients with Diabetes Across Five Data Sources. Drug Saf. 2022;45(5):563-70. Epub 20220517. doi: 10.1007/s40264-022-01161-8. PubMed PMID: 35579818; PubMed Central PMCID: PMC9114056.
448. Ge J, Kim WR, Lai JC, Kwong AJ. “Beyond MELD” – Emerging strategies and technologies for improving mortality prediction, organ allocation and outcomes in liver transplantation. J Hepatol. 2022;76(6):1318-29. doi: 10.1016/j.jhep.2022.03.003. PubMed PMID: 35589253; PubMed Central PMCID: PMC10286631.
449. Pfaff ER, Girvin AT, Bennett TD, Bhatia A, Brooks IM, Deer RR, Dekermanjian JP, Jolley SE, Kahn MG, Kostka K, McMurry JA, Moffitt R, Walden A, Chute CG, Haendel MA. Identifying who has long COVID in the USA: a machine learning approach using N3C data. Lancet Digit Health. 2022;4(7):e532-e41. Epub 20220516. doi: 10.1016/s2589-7500(22)00048-6. PubMed PMID: 35589549; PubMed Central PMCID: PMC9110014.
450. Lin V, Tsouchnika A, Allakhverdiiev E, Rosen AW, Gögenur M, Clausen JSR, Bräuner KB, Walbech JS, Rijnbeek P, Drakos I, Gögenur I. Training prediction models for individual risk assessment of postoperative complications after surgery for colorectal cancer. Tech Coloproctol. 2022;26(8):665-75. Epub 20220520. doi: 10.1007/s10151-022-02624-x. PubMed PMID: 35593971.
451. Seo WW, Seo SI, Kim Y, Yoo JJ, Shin WG, Kim J, You SC, Park RW, Park YM, Kim KJ, Rhee SY, Park M, Jin ES, Kim SE. Impact of pitavastatin on new-onset diabetes mellitus compared to atorvastatin and rosuvastatin: a distributed network analysis of 10 real-world databases. Cardiovasc Diabetol. 2022;21(1):82. Epub 20220523. doi: 10.1186/s12933-022-01524-6. PubMed PMID: 35606846; PubMed Central PMCID: PMC9128291.
452. Theron E, Gorse JF, Gansel X. Usability of OMOP Common Data Model for Detailed Lab Microbiology Results. Stud Health Technol Inform. 2022;294:292-6. doi: 10.3233/shti220461. PubMed PMID: 35612079.
453. Puttmann D, De Keizer N, Cornet R, Van Der Zwan E, Bakhshi-Raiez F. FAIRifying a Quality Registry Using OMOP CDM: Challenges and Solutions. Stud Health Technol Inform. 2022;294:367-71. doi: 10.3233/shti220476. PubMed PMID: 35612098.
454. Reinecke I, Kallfelz M, Sedlmayr M, Siebel J, Bathelt F. Evaluation and Challenges of Medical Procedure Data Harmonization to SNOMED-CT for Observational Research. Stud Health Technol Inform. 2022;294:405-6. doi: 10.3233/shti220484. PubMed PMID: 35612106.
455. Henke E, Reinecke I, Zoch M, Sedlmayr M, Bathelt F. Towards the Improvement of Clinical Guidelines Based on Real World Data. Stud Health Technol Inform. 2022;294:480-4. doi: 10.3233/shti220505. PubMed PMID: 35612126.
456. Reps JM, Williams RD, Schuemie MJ, Ryan PB, Rijnbeek PR. Learning patient-level prediction models across multiple healthcare databases: evaluation of ensembles for increasing model transportability. BMC Med Inform Decis Mak. 2022;22(1):142. Epub 20220525. doi: 10.1186/s12911-022-01879-6. PubMed PMID: 35614485; PubMed Central PMCID: PMC9134686.
457. Bathelt F, Reinecke I, Peng Y, Henke E, Weidner J, Bartos M, Gött R, Waltemath D, Engelmann K, Schwarz PE, Sedlmayr M. Opportunities of Digital Infrastructures for Disease Management-Exemplified on COVID-19-Related Change in Diagnosis Counts for Diabetes-Related Eye Diseases. Nutrients. 2022;14(10). Epub 20220511. doi: 10.3390/nu14102016. PubMed PMID: 35631157; PubMed Central PMCID: PMC9147678.
458. Shoaibi A, Rao GA, Voss EA, Ostropolets A, Mayer MA, Ramírez-Anguita JM, Maljković F, Carević B, Horban S, Morales DR, Duarte-Salles T, Fraboulet C, Le Carrour T, Denaxas S, Papez V, John LH, Rijneek PR, Minty E, Alshammari TM, Makadia R, Blacketer C, DeFalco F, Sena AG, Suchard MA, Prieto-Alhambra D, Ryan PB. Phenotype Algorithms for the Identification and Characterization of Vaccine-Induced Thrombotic Thrombocytopenia in Real World Data: A Multinational Network Cohort Study. Drug Saf. 2022;45(6):685-98. Epub 20220602. doi: 10.1007/s40264-022-01187-y. PubMed PMID: 35653017; PubMed Central PMCID: PMC9160850.
459. Buy M, Digan W, Chen X, Husson J, Ménager M, Rieux-Laucat F, Garcelon N. A Multi-Omics Common Data Model for Primary Immunodeficiencies. Stud Health Technol Inform. 2022;290:56-60. doi: 10.3233/shti220031. PubMed PMID: 35672970.
460. Jean-Baptiste L, Mouazer A, Sedki K, Tsopra R. Translating the Observational Medical Outcomes Partnership – Common Data Model (OMOP-CDM) Electronic Health Records to an OWL Ontology. Stud Health Technol Inform. 2022;290:76-80. doi: 10.3233/shti220035. PubMed PMID: 35672974.
461. Heider PM, Pipaliya RM, Meystre SM. A Natural Language Processing Tool Offering Data Extraction for COVID-19 Related Information (DECOVRI). Stud Health Technol Inform. 2022;290:1062-3. doi: 10.3233/shti220268. PubMed PMID: 35673206.
462. Khera R, Schuemie MJ, Lu Y, Ostropolets A, Chen R, Hripcsak G, Ryan PB, Krumholz HM, Suchard MA. Large-scale evidence generation and evaluation across a network of databases for type 2 diabetes mellitus (LEGEND-T2DM): a protocol for a series of multinational, real-world comparative cardiovascular effectiveness and safety studies. BMJ Open. 2022;12(6):e057977. Epub 20220609. doi: 10.1136/bmjopen-2021-057977. PubMed PMID: 35680274; PubMed Central PMCID: PMC9185490.
463. Vora P, Morgan Stewart H, Russell B, Asiimwe A, Brobert G. Time Trends and Treatment Pathways in Prescribing Individual Oral Anticoagulants in Patients with Nonvalvular Atrial Fibrillation: An Observational Study of More than Three Million Patients from Europe and the United States. Int J Clin Pract. 2022;2022:6707985. Epub 20220131. doi: 10.1155/2022/6707985. PubMed PMID: 35685531; PubMed Central PMCID: PMC9159118.
464. Tong J, Luo C, Islam MN, Sheils NE, Buresh J, Edmondson M, Merkel PA, Lautenbach E, Duan R, Chen Y. Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites. NPJ Digit Med. 2022;5(1):76. Epub 20220614. doi: 10.1038/s41746-022-00615-8. PubMed PMID: 35701668; PubMed Central PMCID: PMC9198031.
465. Yoo S, Yoon E, Boo D, Kim B, Kim S, Paeng JC, Yoo IR, Choi IY, Kim K, Ryoo HG, Lee SJ, Song E, Joo YH, Kim J, Lee HY. Transforming Thyroid Cancer Diagnosis and Staging Information from Unstructured Reports to the Observational Medical Outcome Partnership Common Data Model. Appl Clin Inform. 2022;13(3):521-31. Epub 20220615. doi: 10.1055/s-0042-1748144. PubMed PMID: 35705182; PubMed Central PMCID: PMC9200482.
466. Mun Y, Park C, Lee DY, Kim TM, Jin KW, Kim S, Chung YR, Lee K, Song JH, Roh YJ, Jee D, Kwon JW, Woo SJ, Park KH, Park RW, Yoo S, Chang DJ, Park SJ. Real-world treatment intensities and pathways of macular edema following retinal vein occlusion in Korea from Common Data Model in ophthalmology. Sci Rep. 2022;12(1):10162. Epub 20220617. doi: 10.1038/s41598-022-14386-5. PubMed PMID: 35715561; PubMed Central PMCID: PMC9205933.
467. Yang C, Williams RD, Swerdel JN, Almeida JR, Brouwer ES, Burn E, Carmona L, Chatzidionysiou K, Duarte-Salles T, Fakhouri W, Hottgenroth A, Jani M, Kolde R, Kors JA, Kullamaa L, Lane J, Marinier K, Michel A, Stewart HM, Prats-Uribe A, Reisberg S, Sena AG, Torre CO, Verhamme K, Vizcaya D, Weaver J, Ryan P, Prieto-Alhambra D, Rijnbeek PR. Development and external validation of prediction models for adverse health outcomes in rheumatoid arthritis: A multinational real-world cohort analysis. Semin Arthritis Rheum. 2022;56:152050. Epub 20220615. doi: 10.1016/j.semarthrit.2022.152050. PubMed PMID: 35728447.
468. Giangreco NP, Tatonetti NP. A database of pediatric drug effects to evaluate ontogenic mechanisms from child growth and development. Med. 2022;3(8):579-95.e7. Epub 20220624. doi: 10.1016/j.medj.2022.06.001. PubMed PMID: 35752163; PubMed Central PMCID: PMC9378670.
469. Xie J, Strauss VY, Collins GS, Khalid S, Delmestri A, Turkiewicz A, Englund M, Tadrous M, Reyes C, Prieto-Alhambra D. Trends of Dispensed Opioids in Catalonia, Spain, 2007-19: A Population-Based Cohort Study of Over 5 Million Individuals. Front Pharmacol. 2022;13:912361. Epub 20220608. doi: 10.3389/fphar.2022.912361. PubMed PMID: 35754470; PubMed Central PMCID: PMC9213744.
470. Saborit-Torres JM, Nadal-Almela S, Montell-Serrano JA, Oliver-Garcia E, Carceller H, Gómez-Ádrian JA, Caparrós-Redondo M, García-García F, Domenech-Fernández J, De La Iglesia-Vayá M. Beyond the Brain: MIDS Extends BIDS to Multiple Modalities and Anatomical Regions. Stud Health Technol Inform. 2022;295:116-7. doi: 10.3233/shti220674. PubMed PMID: 35773820.
471. Reinecke I, Gruhl M, Pinnau M, Altun FB, Folz M, Zoch M, Bathelt F, Sedlmayr M. An OHDSI ATLAS Extension to Support Feasibility Requests in a Research Network. Stud Health Technol Inform. 2022;295:515-6. doi: 10.3233/shti220778. PubMed PMID: 35773924.
472. Molinaro A, DeFalco F. Empirical assessment of alternative methods for identifying seasonality in observational healthcare data. BMC Med Res Methodol. 2022;22(1):182. Epub 20220702. doi: 10.1186/s12874-022-01652-3. PubMed PMID: 35780114; PubMed Central PMCID: PMC9250712.
473. Delanerolle G, Williams R, Stipancic A, Byford R, Forbes A, Tsang RSM, Anand SN, Bradley D, Murphy S, Akbari A, Bedston S, Lyons RA, Owen R, Torabi F, Beggs J, Chuter A, Balharry D, Joy M, Sheikh A, Hobbs FDR, de Lusignan S. Methodological Issues in Using a Common Data Model of COVID-19 Vaccine Uptake and Important Adverse Events of Interest: Feasibility Study of Data and Connectivity COVID-19 Vaccines Pharmacovigilance in the United Kingdom. JMIR Form Res. 2022;6(8):e37821. Epub 20220822. doi: 10.2196/37821. PubMed PMID: 35786634; PubMed Central PMCID: PMC9400842.
474. Tak YW, You SC, Han JH, Kim SS, Kim GT, Lee Y. Perceived Risk of Re-Identification in OMOP-CDM Database: A Cross-Sectional Survey. J Korean Med Sci. 2022;37(26):e205. Epub 20220704. doi: 10.3346/jkms.2022.37.e205. PubMed PMID: 35790207; PubMed Central PMCID: PMC9259248.
475. Voss EA, Ali SR, Singh A, Rijnbeek PR, Schuemie MJ, Fife D. Hip Fracture Risk After Treatment with Tramadol or Codeine: An Observational Study. Drug Saf. 2022;45(7):791-807. Epub 20220709. doi: 10.1007/s40264-022-01198-9. PubMed PMID: 35810265; PubMed Central PMCID: PMC9296392.
476. Bräuner KB, Rosen AW, Tsouchnika A, Walbech JS, Gögenur M, Lin VA, Clausen JSR, Gögenur I. Developing prediction models for short-term mortality after surgery for colorectal cancer using a Danish national quality assurance database. Int J Colorectal Dis. 2022;37(8):1835-43. Epub 20220718. doi: 10.1007/s00384-022-04207-6. PubMed PMID: 35849195.
477. Vorisek CN, Lehne M, Klopfenstein SAI, Mayer PJ, Bartschke A, Haese T, Thun S. Fast Healthcare Interoperability Resources (FHIR) for Interoperability in Health Research: Systematic Review. JMIR Med Inform. 2022;10(7):e35724. Epub 20220719. doi: 10.2196/35724. PubMed PMID: 35852842; PubMed Central PMCID: PMC9346559.
478. Phuong J, Hong S, Palchuk MB, Espinoza J, Meeker D, Dorr DA, Lozinski G, Madlock-Brown C, Adams WG. Advancing Interoperability of Patient-level Social Determinants of Health Data to Support COVID-19 Research. AMIA Jt Summits Transl Sci Proc. 2022;2022:396-405. Epub 20220523. PubMed PMID: 35854720; PubMed Central PMCID: PMC9285174.
479. Schuemie MJ, Arshad F, Pratt N, Nyberg F, Alshammari TM, Hripcsak G, Ryan P, Prieto-Alhambra D, Lai LYH, Li X, Fortin S, Minty E, Suchard MA. Vaccine Safety Surveillance Using Routinely Collected Healthcare Data-An Empirical Evaluation of Epidemiological Designs. Front Pharmacol. 2022;13:893484. Epub 20220706. doi: 10.3389/fphar.2022.893484. PubMed PMID: 35873596; PubMed Central PMCID: PMC9299244.
480. Khodaverdi M, Price BS, Porterfield JZ, Bunnell HT, Vest MT, Anzalone AJ, Harper J, Kimble WD, Moradi H, Hendricks B, Santangelo SL, Hodder SL. An ordinal severity scale for COVID-19 retrospective studies using Electronic Health Record data. JAMIA Open. 2022;5(3):ooac066. Epub 20220709. doi: 10.1093/jamiaopen/ooac066. PubMed PMID: 35911666; PubMed Central PMCID: PMC9278199.
481. Nishimwe A, Ruranga C, Musanabaganwa C, Mugeni R, Semakula M, Nzabanita J, Kabano I, Uwimana A, Utumatwishima JN, Kabakambira JD, Uwineza A, Halvorsen L, Descamps F, Houghtaling J, Burke B, Bahati O, Bizimana C, Jansen S, Twizere C, Nkurikiyeyezu K, Birungi F, Nsanzimana S, Twagirumukiza M. Leveraging artificial intelligence and data science techniques in harmonizing, sharing, accessing and analyzing SARS-COV-2/COVID-19 data in Rwanda (LAISDAR Project): study design and rationale. BMC Med Inform Decis Mak. 2022;22(1):214. Epub 20220812. doi: 10.1186/s12911-022-01965-9. PubMed PMID: 35962355; PubMed Central PMCID: PMC9372951.
482. Shah SC, Canakis A, Halvorson AE, Dorn C, Wilson O, Denton J, Hauger R, Hunt C, Suzuki A, Matheny ME, Siew E, Hung A, Greevy RA, Jr., Roumie CL. Associations Between Gastrointestinal Symptoms and COVID-19 Severity Outcomes Based on a Propensity Score-Weighted Analysis of a Nationwide Cohort. Gastro Hep Adv. 2022;1(6):977-84. Epub 20220807. doi: 10.1016/j.gastha.2022.06.015. PubMed PMID: 35966642; PubMed Central PMCID: PMC9357443.
483. Swerdel JN, Schuemie M, Murray G, Ryan PB. PheValuator 2.0: Methodological improvements for the PheValuator approach to semi-automated phenotype algorithm evaluation. J Biomed Inform. 2022;135:104177. Epub 20220819. doi: 10.1016/j.jbi.2022.104177. PubMed PMID: 35995107.
484. Liu C, Ta CN, Havrilla JM, Nestor JG, Spotnitz ME, Geneslaw AS, Hu Y, Chung WK, Wang K, Weng C. OARD: Open annotations for rare diseases and their phenotypes based on real-world data. Am J Hum Genet. 2022;109(9):1591-604. Epub 20220822. doi: 10.1016/j.ajhg.2022.08.002. PubMed PMID: 35998640; PubMed Central PMCID: PMC9502051.
485. Ostropolets A, Hripcsak G. COVID-19 vaccination effectiveness rates by week and sources of bias: a retrospective cohort study. BMJ Open. 2022;12(8):e061126. Epub 20220823. doi: 10.1136/bmjopen-2022-061126. PubMed PMID: 35998962; PubMed Central PMCID: PMC9402447.
486. Abeysinghe R, Black A, Kaduk D, Li Y, Reich C, Davydov A, Yao L, Cui L. Towards quality improvement of vaccine concept mappings in the OMOP vocabulary with a semi-automated method. J Biomed Inform. 2022;134:104162. Epub 20220825. doi: 10.1016/j.jbi.2022.104162. PubMed PMID: 36029954; PubMed Central PMCID: PMC9940475.
487. Català M, Coma E, Alonso S, Andrés C, Blanco I, Antón A, Bordoy AE, Cardona PJ, Fina F, Martró E, Medina M, Mora N, Saludes V, Prats C, Prieto-Alhambra D, Alvarez-Lacalle E. Transmissibility, hospitalization, and intensive care admissions due to omicron compared to delta variants of SARS-CoV-2 in Catalonia: A cohort study and ecological analysis. Front Public Health. 2022;10:961030. Epub 20220812. doi: 10.3389/fpubh.2022.961030. PubMed PMID: 36033822; PubMed Central PMCID: PMC9412031.
488. Almeida JR, Barraca JP, Oliveira JL. Preserving Privacy when Querying OMOP CDM Databases. Stud Health Technol Inform. 2022;298:163-4. doi: 10.3233/shti220930. PubMed PMID: 36073478.
489. Markus AF, Verhamme KMC, Kors JA, Rijnbeek PR. TreatmentPatterns: An R package to facilitate the standardized development and analysis of treatment patterns across disease domains. Comput Methods Programs Biomed. 2022;225:107081. Epub 20220821. doi: 10.1016/j.cmpb.2022.107081. PubMed PMID: 36084453.
490. Marteau BL, Zhu Y, Giuste F, Shi W, Carpenter A, Hilton C, Wang MD. Accelerating Multi-site Health Informatics with Streamlined Data Infrastructure using OMOP-on-FHIR. Annu Int Conf IEEE Eng Med Biol Soc. 2022;2022:4687-90. doi: 10.1109/embc48229.2022.9871865. PubMed PMID: 36085809.
491. Xiao G, Pfaff E, Prud’hommeaux E, Booth D, Sharma DK, Huo N, Yu Y, Zong N, Ruddy KJ, Chute CG, Jiang G. FHIR-Ontop-OMOP: Building clinical knowledge graphs in FHIR RDF with the OMOP Common data Model. J Biomed Inform. 2022;134:104201. Epub 20220909. doi: 10.1016/j.jbi.2022.104201. PubMed PMID: 36089199; PubMed Central PMCID: PMC9561043.
492. Castano VG, Spotnitz M, Waldman GJ, Joiner EF, Choi H, Ostropolets A, Natarajan K, McKhann GM, Ottman R, Neugut AI, Hripcsak G, Youngerman BE. Identification of patients with drug-resistant epilepsy in electronic medical record data using the Observational Medical Outcomes Partnership Common Data Model. Epilepsia. 2022;63(11):2981-93. Epub 20220930. doi: 10.1111/epi.17409. PubMed PMID: 36106377.
493. Zhang L, Wang Y, Schuemie MJ, Blei DM, Hripcsak G. Adjusting for indirectly measured confounding using large-scale propensity score. J Biomed Inform. 2022;134:104204. Epub 20220913. doi: 10.1016/j.jbi.2022.104204. PubMed PMID: 36108816; PubMed Central PMCID: PMC9692203.
494. Wang S, Lin M, Ding Y, Shih G, Lu Z, Peng Y. Radiology Text Analysis System (RadText): Architecture and Evaluation. Proc (IEEE Int Conf Healthc Inform). 2022;2022:288-96. Epub 20220908. doi: 10.1109/ichi54592.2022.00050. PubMed PMID: 36128510; PubMed Central PMCID: PMC9484781.
495. Choi S, Joo HJ, Kim Y, Kim JH, Seok J. Conversion of Automated 12-Lead Electrocardiogram Interpretations to OMOP CDM Vocabulary. Appl Clin Inform. 2022;13(4):880-90. Epub 20220921. doi: 10.1055/s-0042-1756427. PubMed PMID: 36130711; PubMed Central PMCID: PMC9492322.
496. Nishimura A, Xie J, Kostka K, Duarte-Salles T, Fernández Bertolín S, Aragón M, Blacketer C, Shoaibi A, DuVall SL, Lynch K, Matheny ME, Falconer T, Morales DR, Conover MM, Chan You S, Pratt N, Weaver J, Sena AG, Schuemie MJ, Reps J, Reich C, Rijnbeek PR, Ryan PB, Hripcsak G, Prieto-Alhambra D, Suchard MA. International cohort study indicates no association between alpha-1 blockers and susceptibility to COVID-19 in benign prostatic hyperplasia patients. Front Pharmacol. 2022;13:945592. Epub 20220914. doi: 10.3389/fphar.2022.945592. PubMed PMID: 36188566; PubMed Central PMCID: PMC9518954.
497. Fortin SP, Reps J, Ryan P. Adaptation and validation of a coding algorithm for the Charlson Comorbidity Index in administrative claims data using the SNOMED CT standardized vocabulary. BMC Med Inform Decis Mak. 2022;22(1):261. Epub 20221007. doi: 10.1186/s12911-022-02006-1. PubMed PMID: 36207711; PubMed Central PMCID: PMC9541054.
498. Papez V, Moinat M, Voss EA, Bazakou S, Van Winzum A, Peviani A, Payralbe S, Kallfelz M, Asselbergs FW, Prieto-Alhambra D, Dobson RJB, Denaxas S. Transforming and evaluating the UK Biobank to the OMOP Common Data Model for COVID-19 research and beyond. J Am Med Inform Assoc. 2022;30(1):103-11. doi: 10.1093/jamia/ocac203. PubMed PMID: 36227072; PubMed Central PMCID: PMC9619789.
499. Bae WK, Cho J, Kim S, Kim B, Baek H, Song W, Yoo S. Coronary Artery Computed Tomography Angiography for Preventing Cardio-Cerebrovascular Disease: Observational Cohort Study Using the Observational Health Data Sciences and Informatics’ Common Data Model. JMIR Med Inform. 2022;10(10):e41503. Epub 20221013. doi: 10.2196/41503. PubMed PMID: 36227638; PubMed Central PMCID: PMC9614618.
500. Ahmadi N, Peng Y, Wolfien M, Zoch M, Sedlmayr M. OMOP CDM Can Facilitate Data-Driven Studies for Cancer Prediction: A Systematic Review. Int J Mol Sci. 2022;23(19). Epub 20221005. doi: 10.3390/ijms231911834. PubMed PMID: 36233137; PubMed Central PMCID: PMC9569469.
501. Lamer A, Fruchart M, Paris N, Popoff B, Payen A, Balcaen T, Gacquer W, Bouzillé G, Cuggia M, Doutreligne M, Chazard E. Standardized Description of the Feature Extraction Process to Transform Raw Data Into Meaningful Information for Enhancing Data Reuse: Consensus Study. JMIR Med Inform. 2022;10(10):e38936. Epub 20221017. doi: 10.2196/38936. PubMed PMID: 36251369; PubMed Central PMCID: PMC9623460.
502. Liu H, Carini S, Chen Z, Phillips Hey S, Sim I, Weng C. Ontology-based categorization of clinical studies by their conditions. J Biomed Inform. 2022;135:104235. Epub 20221023. doi: 10.1016/j.jbi.2022.104235. PubMed PMID: 36283581.
503. Li X, Burn E, Duarte-Salles T, Yin C, Reich C, Delmestri A, Verhamme K, Rijnbeek P, Suchard MA, Li K, Mosseveld M, John LH, Mayer MA, Ramirez-Anguita JM, Cohet C, Strauss V, Prieto-Alhambra D. Comparative risk of thrombosis with thrombocytopenia syndrome or thromboembolic events associated with different covid-19 vaccines: international network cohort study from five European countries and the US. Bmj. 2022;379:e071594. Epub 20221026. doi: 10.1136/bmj-2022-071594. PubMed PMID: 36288813; PubMed Central PMCID: PMC9597610.
504. Wegner P, Jose GM, Lage-Rupprecht V, Golriz Khatami S, Zhang B, Springstubbe S, Jacobs M, Linden T, Ku C, Schultz B, Hofmann-Apitius M, Kodamullil AT. Common data model for COVID-19 datasets. Bioinformatics. 2022;38(24):5466-8. doi: 10.1093/bioinformatics/btac651. PubMed PMID: 36303318; PubMed Central PMCID: PMC9750115.
505. Bönisch C, Kesztyüs D, Kesztyüs T. Harvesting metadata in clinical care: a crosswalk between FHIR, OMOP, CDISC and openEHR metadata. Sci Data. 2022;9(1):659. Epub 20221028. doi: 10.1038/s41597-022-01792-7. PubMed PMID: 36307424; PubMed Central PMCID: PMC9616884.
506. Lyu T, Liang C, Liu J, Campbell B, Hung P, Shih YW, Ghumman N, Li X. Temporal Events Detector for Pregnancy Care (TED-PC): A rule-based algorithm to infer gestational age and delivery date from electronic health records of pregnant women with and without COVID-19. PLoS One. 2022;17(10):e0276923. Epub 20221031. doi: 10.1371/journal.pone.0276923. PubMed PMID: 36315520; PubMed Central PMCID: PMC9621451.
507. Jefferson E, Cole C, Mumtaz S, Cox S, Giles TC, Adejumo S, Urwin E, Lea D, Macdonald C, Best J, Masood E, Milligan G, Johnston J, Horban S, Birced I, Hall C, Jackson AS, Collins C, Rising S, Dodsley C, Hampton J, Hadfield A, Santos R, Tarr S, Panagi V, Lavagna J, Jackson T, Chuter A, Beggs J, Martinez-Queipo M, Ward H, von Ziegenweidt J, Burns F, Martin J, Sebire N, Morris C, Bradley D, Baxter R, Ahonen-Bishopp A, Smith P, Shoemark A, Valdes AM, Ollivere B, Manisty C, Eyre D, Gallant S, Joy G, McAuley A, Connell D, Northstone K, Jeffery K, Di Angelantonio E, McMahon A, Walker M, Semple MG, Sims JM, Lawrence E, Davies B, Baillie JK, Tang M, Leeming G, Power L, Breeze T, Murray D, Orton C, Pierce I, Hall I, Ladhani S, Gillson N, Whitaker M, Shallcross L, Seymour D, Varma S, Reilly G, Morris A, Hopkins S, Sheikh A, Quinlan P. A Hybrid Architecture (CO-CONNECT) to Facilitate Rapid Discovery and Access to Data Across the United Kingdom in Response to the COVID-19 Pandemic: Development Study. J Med Internet Res. 2022;24(12):e40035. Epub 20221227. doi: 10.2196/40035. PubMed PMID: 36322788; PubMed Central PMCID: PMC9822177.
508. Wang X, Rao W, Chen X, Zhang X, Wang Z, Ma X, Zhang Q. The sociodemographic characteristics and clinical features of the late-life depression patients: results from the Beijing Anding Hospital mental health big data platform. BMC Psychiatry. 2022;22(1):677. Epub 20221102. doi: 10.1186/s12888-022-04339-7. PubMed PMID: 36324116; PubMed Central PMCID: PMC9628045.
509. Kim Y, Seo SI, Lee KJ, Kim J, Yoo JJ, Seo WW, Lee HS, Shin WG. Long-term use of proton-pump inhibitor on Alzheimer’s disease: a real-world distributed network analysis of six observational Korean databases using a Common Data Model. Ther Adv Neurol Disord. 2022;15:17562864221135700. Epub 20221108. doi: 10.1177/17562864221135700. PubMed PMID: 36389281; PubMed Central PMCID: PMC9647297.
510. Hughes N, Rijnbeek PR, van Bochove K, Duarte-Salles T, Steinbeisser C, Vizcaya D, Prieto-Alhambra D, Ryan P. Evaluating a novel approach to stimulate open science collaborations: a case series of “study-a-thon” events within the OHDSI and European IMI communities. JAMIA Open. 2022;5(4):ooac100. Epub 20221117. doi: 10.1093/jamiaopen/ooac100. PubMed PMID: 36406796; PubMed Central PMCID: PMC9670330.
511. John LH, Kors JA, Fridgeirsson EA, Reps JM, Rijnbeek PR. External validation of existing dementia prediction models on observational health data. BMC Med Res Methodol. 2022;22(1):311. Epub 20221205. doi: 10.1186/s12874-022-01793-5. PubMed PMID: 36471238; PubMed Central PMCID: PMC9720950.
512. Dell’Isola A, Turkiewicz A, Zhang W, Kiadaliri A, Bierma-Zeinstra S, Runhaar J, Prieto-Alhambra D, Englund M. Does osteoarthritis modify the association between NSAID use and risk of comorbidities and adverse events? Osteoarthr Cartil Open. 2022;4(2):100253. Epub 20220303. doi: 10.1016/j.ocarto.2022.100253. PubMed PMID: 36475285; PubMed Central PMCID: PMC9718100.
513. You SC, Lee S, Choi B, Park RW. Establishment of an International Evidence Sharing Network Through Common Data Model for Cardiovascular Research. Korean Circ J. 2022;52(12):853-64. doi: 10.4070/kcj.2022.0294. PubMed PMID: 36478647; PubMed Central PMCID: PMC9742390.
514. Cheng X, Cheng M, Yu L, Xiao X. iADRGSE: A Graph-Embedding and Self-Attention Encoding for Identifying Adverse Drug Reaction in the Earlier Phase of Drug Development. Int J Mol Sci. 2022;23(24). Epub 20221219. doi: 10.3390/ijms232416216. PubMed PMID: 36555858; PubMed Central PMCID: PMC9786008.
515. Moreno-Martos D, Verhamme K, Ostropolets A, Kostka K, Duarte-Sales T, Prieto-Alhambra D, Alshammari TM, Alghoul H, Ahmed WU, Blacketer C, DuVall S, Lai L, Matheny M, Nyberg F, Posada J, Rijnbeek P, Spotnitz M, Sena A, Shah N, Suchard M, Chan You S, Hripcsak G, Ryan P, Morales D. Characteristics and outcomes of COVID-19 patients with COPD from the United States, South Korea, and Europe. Wellcome Open Res. 2022;7:22. Epub 20220324. doi: 10.12688/wellcomeopenres.17403.2. PubMed PMID: 36845321; PubMed Central PMCID: PMC9951545.
516. Ostropolets A, Ryan P, Hripcsak G. Phenotyping in distributed data networks: selecting the right codes for the right patients. AMIA Annu Symp Proc. 2022;2022:826-35. Epub 20230429. PubMed PMID: 37128407; PubMed Central PMCID: PMC10148372.
517. Joopudi V, Dandala B, Tsou CH, Liang JJ. Hierarchy-aware Adverse Reaction Embeddings for Signal Detection. AMIA Annu Symp Proc. 2022;2022:596-605. Epub 20230429. PubMed PMID: 37128452; PubMed Central PMCID: PMC10148317.
518. Jiang X, Beaton MA, Gillberg J, Williams A, Natarajan K. Feasibility of Linking Area Deprivation Index Data to the OMOP Common Data Model. AMIA Annu Symp Proc. 2022;2022:587-95. Epub 20230429. PubMed PMID: 37128466; PubMed Central PMCID: PMC10148322.
519. Bennett N, Plečko D, Ukor IF, Meinshausen N, Bühlmann P. ricu: R’s interface to intensive care data. Gigascience. 2022;12. Epub 20230615. doi: 10.1093/gigascience/giad041. PubMed PMID: 37318234; PubMed Central PMCID: PMC10268223.
520. Hardin J, Murray G, Swerdel J. Phenotype Algorithms to Identify Hidradenitis Suppurativa Using Real-World Data: Development and Validation Study. JMIR Dermatol. 2022;5(4):e38783. Epub 20221130. doi: 10.2196/38783. PubMed PMID: 37632892; PubMed Central PMCID: PMC10334943.
521. Lamer A, Moussa MD, Marcilly R, Logier R, Vallet B, Tavernier B. Development and usage of an anesthesia data warehouse: lessons learnt from a 10-year project. J Clin Monit Comput. 2023;37(2):461-72. Epub 20220806. doi: 10.1007/s10877-022-00898-y. PubMed PMID: 35933465; PubMed Central PMCID: PMC10068662.
522. McCrimmon RJ, Cheng AYY, Galstyan G, Djaballah K, Li X, Coudert M, Frias JP. iGlarLixi versus basal plus Rapid-Acting insulin in adults with type 2 diabetes advancing from basal insulin therapy: The SoliSimplify Real-World study. Diabetes Obes Metab. 2023;25(1):68-77. Epub 20220919. doi: 10.1111/dom.14844. PubMed PMID: 36123617; PubMed Central PMCID: PMC10087837.
523. Kim Y, Seo SI, Lee KJ, Kim J, Yoo JJ, Seo WW, Shin WG. Risks of long-term use of proton pump inhibitor on ischemic vascular events: A distributed network analysis of 5 real-world observational Korean databases using a common data model. Int J Stroke. 2023;18(5):590-8. Epub 20221027. doi: 10.1177/17474930221133219. PubMed PMID: 36190338.
524. Kanbar LJ, Dexheimer JW, Zahner J, Burrows EK, Chatburn R, Messinger A, Baker CD, Schuler CL, Benscoter D, Amin R, Pajor N. Standardizing electronic health record ventilation data in the pediatric long-term mechanical ventilator-dependent population. Pediatr Pulmonol. 2023;58(2):433-40. Epub 20221020. doi: 10.1002/ppul.26204. PubMed PMID: 36226360.
525. Junior EPP, Normando P, Flores-Ortiz R, Afzal MU, Jamil MA, Bertolin SF, Oliveira VA, Martufi V, de Sousa F, Bashir A, Burn E, Ichihara MY, Barreto ML, Salles TD, Prieto-Alhambra D, Hafeez H, Khalid S. Integrating real-world data from Brazil and Pakistan into the OMOP common data model and standardized health analytics framework to characterize COVID-19 in the Global South. J Am Med Inform Assoc. 2023;30(4):643-55. doi: 10.1093/jamia/ocac180. PubMed PMID: 36264262; PubMed Central PMCID: PMC9619798.
526. Peng Y, Henke E, Reinecke I, Zoch M, Sedlmayr M, Bathelt F. An ETL-process design for data harmonization to participate in international research with German real-world data based on FHIR and OMOP CDM. Int J Med Inform. 2023;169:104925. Epub 20221110. doi: 10.1016/j.ijmedinf.2022.104925. PubMed PMID: 36395615.
527. Park KY, Kim MH, Choi SH, Pang EK. Association of periodontitis with menopause and hormone replacement therapy: a hospital cohort study using a common data model. J Periodontal Implant Sci. 2023;53(3):184-93. Epub 20221116. doi: 10.5051/jpis.2202480124. PubMed PMID: 36468484; PubMed Central PMCID: PMC10315258.
528. Reese JT, Blau H, Casiraghi E, Bergquist T, Loomba JJ, Callahan TJ, Laraway B, Antonescu C, Coleman B, Gargano M, Wilkins KJ, Cappelletti L, Fontana T, Ammar N, Antony B, Murali TM, Caufield JH, Karlebach G, McMurry JA, Williams A, Moffitt R, Banerjee J, Solomonides AE, Davis H, Kostka K, Valentini G, Sahner D, Chute CG, Madlock-Brown C, Haendel MA, Robinson PN. Generalisable long COVID subtypes: findings from the NIH N3C and RECOVER programmes. EBioMedicine. 2023;87:104413. Epub 20221221. doi: 10.1016/j.ebiom.2022.104413. PubMed PMID: 36563487; PubMed Central PMCID: PMC9769411.
529. Park K, Cho M, Song M, Yoo S, Baek H, Kim S, Kim K. Exploring the potential of OMOP common data model for process mining in healthcare. PLoS One. 2023;18(1):e0279641. Epub 20230103. doi: 10.1371/journal.pone.0279641. PubMed PMID: 36595527; PubMed Central PMCID: PMC9810199.
530. Yu Y, Jiang G, Brandt E, Forsyth T, Dhruva SS, Zhang S, Chen J, Noseworthy PA, Doshi AA, Collison-Farr K, Kim D, Ross JS, Coplan PM, Drozda JP, Jr. Integrating real-world data to assess cardiac ablation device outcomes in a multicenter study using the OMOP common data model for regulatory decisions: implementation and evaluation. JAMIA Open. 2023;6(1):ooac108. Epub 20230110. doi: 10.1093/jamiaopen/ooac108. PubMed PMID: 36632328; PubMed Central PMCID: PMC9831049.
531. Schuemie MJ, Bu F, Nishimura A, Suchard MA. Adjusting for both sequential testing and systematic error in safety surveillance using observational data: Empirical calibration and MaxSPRT. Stat Med. 2023;42(5):619-31. Epub 20230115. doi: 10.1002/sim.9631. PubMed PMID: 36642826; PubMed Central PMCID: PMC10107810.
532. Xie J, Brash JT, Turkmen C, Driessen S, Varrassi G, Argyriou G, Seager S, Reich C, Prieto-Alhambra D. Risk of COVID-19 Diagnosis and Hospitalisation in Patients with Osteoarthritis or Back Pain Treated with Ibuprofen Compared to Other NSAIDs or Paracetamol: A Network Cohort Study. Drugs. 2023;83(3):249-63. Epub 20230124. doi: 10.1007/s40265-022-01822-z. PubMed PMID: 36692805; PubMed Central PMCID: PMC9872078.
533. Luo H, Lau WCY, Chai Y, Torre CO, Howard R, Liu KY, Lin X, Yin C, Fortin S, Kern DM, Lee DY, Park RW, Jang JW, Chui CSL, Li J, Reich C, Man KKC, Wong ICK. Rates of Antipsychotic Drug Prescribing Among People Living With Dementia During the COVID-19 Pandemic. JAMA Psychiatry. 2023;80(3):211-9. doi: 10.1001/jamapsychiatry.2022.4448. PubMed PMID: 36696128; PubMed Central PMCID: PMC9878427.
534. Reinecke I, Siebel J, Fuhrmann S, Fischer A, Sedlmayr M, Weidner J, Bathelt F. Assessment and Improvement of Drug Data Structuredness From Electronic Health Records: Algorithm Development and Validation. JMIR Med Inform. 2023;11:e40312. Epub 20230125. doi: 10.2196/40312. PubMed PMID: 36696159; PubMed Central PMCID: PMC9909518.
535. Swerdel JN, Ramcharran D, Hardin J. Using a data-driven approach for the development and evaluation of phenotype algorithms for systemic lupus erythematosus. PLoS One. 2023;18(2):e0281929. Epub 20230216. doi: 10.1371/journal.pone.0281929. PubMed PMID: 36795690; PubMed Central PMCID: PMC9934349.
536. Kim C, Lee DY, Park J, Yang SJ, Tan EH, Alhambra DP, Lee YH, Lee S, Kim SJ, Lee J, Park RW, Shin Y. Safety outcomes of selective serotonin reuptake inhibitors in adolescent attention-deficit/hyperactivity disorder with comorbid depression: the ASSURE study. Psychol Med. 2023;53(10):4811-9. Epub 20230220. doi: 10.1017/s0033291723000120. PubMed PMID: 36803587.
537. Ostropolets A, Albogami Y, Conover M, Banda JM, Baumgartner WA, Blacketer C, Desai P, DuVall SL, Fortin S, Gilbert JP, Golozar A, Ide J, Kanter AS, Kern DM, Kim C, Lai LYH, Li C, Liu F, Lynch KE, Minty E, Neves MI, Ng DQ, Obene T, Pera V, Pratt N, Rao G, Rappoport N, Reinecke I, Saroufim P, Shoaibi A, Simon K, Suchard MA, Swerdel JN, Voss EA, Weaver J, Zhang L, Hripcsak G, Ryan PB. Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study. J Am Med Inform Assoc. 2023;30(5):859-68. doi: 10.1093/jamia/ocad009. PubMed PMID: 36826399; PubMed Central PMCID: PMC10114120.
538. Frid S, Pastor Duran X, Bracons Cucó G, Pedrera-Jiménez M, Serrano-Balazote P, Muñoz Carrero A, Lozano-Rubí R. An Ontology-Based Approach for Consolidating Patient Data Standardized With European Norm/International Organization for Standardization 13606 (EN/ISO 13606) Into Joint Observational Medical Outcomes Partnership (OMOP) Repositories: Description of a Methodology. JMIR Med Inform. 2023;11:e44547. Epub 20230308. doi: 10.2196/44547. PubMed PMID: 36884279; PubMed Central PMCID: PMC10034609.
539. López-Güell K, Prats-Uribe A, Català M, Prats C, Hein J, Prieto-Alhambra D. The impact of COVID-19 certification mandates on the number of cases of and hospitalizations with COVID-19 in the UK: A difference-in-differences analysis. Front Public Health. 2023;11:1019223. Epub 20230224. doi: 10.3389/fpubh.2023.1019223. PubMed PMID: 36908465; PubMed Central PMCID: PMC9998475.
540. Keloth VK, Banda JM, Gurley M, Heider PM, Kennedy G, Liu H, Liu F, Miller T, Natarajan K, O VP, Peng Y, Raja K, Reeves RM, Rouhizadeh M, Shi J, Wang X, Wang Y, Wei WQ, Williams AE, Zhang R, Belenkaya R, Reich C, Blacketer C, Ryan P, Hripcsak G, Elhadad N, Xu H. Representing and utilizing clinical textual data for real world studies: An OHDSI approach. J Biomed Inform. 2023;142:104343. Epub 20230317. doi: 10.1016/j.jbi.2023.104343. PubMed PMID: 36935011; PubMed Central PMCID: PMC10428170.
541. Ly NF, Flach C, Lysen TS, Markov E, van Ballegooijen H, Rijnbeek P, Duarte-Salles T, Reyes C, John LH, Karimi L, Reich C, Salek S, Layton D. Impact of European Union Label Changes for Fluoroquinolone-Containing Medicinal Products for Systemic and Inhalation Use: Post-Referral Prescribing Trends. Drug Saf. 2023;46(4):405-16. Epub 20230328. doi: 10.1007/s40264-023-01286-4. PubMed PMID: 36976448; PubMed Central PMCID: PMC10044099.
542. Park J, Lee JY, Moon MH, Park YH, Rho MJ. Cancer Research Line (CAREL): Development of Expanded Distributed Research Networks for Prostate Cancer and Lung Cancer. Technol Cancer Res Treat. 2023;22:15330338221149262. doi: 10.1177/15330338221149262. PubMed PMID: 36977531; PubMed Central PMCID: PMC10061631.
543. Rekkas A, van Klaveren D, Ryan PB, Steyerberg EW, Kent DM, Rijnbeek PR. A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases. NPJ Digit Med. 2023;6(1):58. Epub 20230330. doi: 10.1038/s41746-023-00794-y. PubMed PMID: 36991144; PubMed Central PMCID: PMC10060247.
544. Cremonesi F, Planat V, Kalokyri V, Kondylakis H, Sanavia T, Miguel Mateos Resinas V, Singh B, Uribe S. The need for multimodal health data modeling: A practical approach for a federated-learning healthcare platform. J Biomed Inform. 2023;141:104338. Epub 20230405. doi: 10.1016/j.jbi.2023.104338. PubMed PMID: 37023843.
545. Heavner SF, Anderson W, Kashyap R, Dasher P, Mathé EA, Merson L, Guerin PJ, Weaver J, Robinson M, Schito M, Kumar VK, Nagy P. A Path to Real-World Evidence in Critical Care Using Open-Source Data Harmonization Tools. Crit Care Explor. 2023;5(4):e0893. Epub 20230403. doi: 10.1097/cce.0000000000000893. PubMed PMID: 37025303; PubMed Central PMCID: PMC10072311.
546. Du M, Prats-Uribe A, Khalid S, Prieto-Alhambra D, Strauss VY. Random effects modelling versus logistic regression for the inclusion of cluster-level covariates in propensity score estimation: A Monte Carlo simulation and registry cohort analysis. Front Pharmacol. 2023;14:988605. Epub 20230323. doi: 10.3389/fphar.2023.988605. PubMed PMID: 37033623; PubMed Central PMCID: PMC10077146.
547. Markus AF, Strauss VY, Burn E, Li X, Delmestri A, Reich C, Yin C, Mayer MA, Ramírez-Anguita JM, Marti E, Verhamme KMC, Rijnbeek PR, Prieto-Alhambra D, Jödicke AM. Characterising the treatment of thromboembolic events after COVID-19 vaccination in 4 European countries and the US: An international network cohort study. Front Pharmacol. 2023;14:1118203. Epub 20230324. doi: 10.3389/fphar.2023.1118203. PubMed PMID: 37033631; PubMed Central PMCID: PMC10079887.
548. Voss EA, Shoaibi A, Yin Hui Lai L, Blacketer C, Alshammari T, Makadia R, Haynes K, Sena AG, Rao G, van Sandijk S, Fraboulet C, Boyer L, Le Carrour T, Horban S, Morales DR, Martínez Roldán J, Ramírez-Anguita JM, Mayer MA, de Wilde M, John LH, Duarte-Salles T, Roel E, Pistillo A, Kolde R, Maljković F, Denaxas S, Papez V, Kahn MG, Natarajan K, Reich C, Secora A, Minty EP, Shah NH, Posada JD, Garcia Morales MT, Bosca D, Cadenas Juanino H, Diaz Holgado A, Pedrera Jiménez M, Serrano Balazote P, García Barrio N, Şen S, Üresin AY, Erdogan B, Belmans L, Byttebier G, Malbrain M, Dedman DJ, Cuccu Z, Vashisht R, Butte AJ, Patel A, Dahm L, Han C, Bu F, Arshad F, Ostropolets A, Nyberg F, Hripcsak G, Suchard MA, Prieto-Alhambra D, Rijnbeek PR, Schuemie MJ, Ryan PB. Contextualising adverse events of special interest to characterise the baseline incidence rates in 24 million patients with COVID-19 across 26 databases: a multinational retrospective cohort study. EClinicalMedicine. 2023;58:101932. Epub 20230404. doi: 10.1016/j.eclinm.2023.101932. PubMed PMID: 37034358; PubMed Central PMCID: PMC10072853.
549. Meystre SM, Heider PM, Cates A, Bastian G, Pittman T, Gentilin S, Kelechi TJ. Piloting an automated clinical trial eligibility surveillance and provider alert system based on artificial intelligence and standard data models. BMC Med Res Methodol. 2023;23(1):88. Epub 20230411. doi: 10.1186/s12874-023-01916-6. PubMed PMID: 37041475; PubMed Central PMCID: PMC10088225.
550. Leese P, Anand A, Girvin A, Manna A, Patel S, Yoo YJ, Wong R, Haendel M, Chute CG, Bennett T, Hajagos J, Pfaff E, Moffitt R. Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs. J Am Med Inform Assoc. 2023;30(6):1125-36. doi: 10.1093/jamia/ocad057. PubMed PMID: 37087110; PubMed Central PMCID: PMC10198518.
551. Händel MN, Cardoso I, von Bülow C, Rohde JF, Ussing A, Nielsen SM, Christensen R, Body JJ, Brandi ML, Diez-Perez A, Hadji P, Javaid MK, Lems WF, Nogues X, Roux C, Minisola S, Kurth A, Thomas T, Prieto-Alhambra D, Ferrari SL, Langdahl B, Abrahamsen B. Fracture risk reduction and safety by osteoporosis treatment compared with placebo or active comparator in postmenopausal women: systematic review, network meta-analysis, and meta-regression analysis of randomised clinical trials. Bmj. 2023;381:e068033. Epub 20230502. doi: 10.1136/bmj-2021-068033. PubMed PMID: 37130601; PubMed Central PMCID: PMC10152340.
552. Kempf E, Vaterkowski M, Leprovost D, Griffon N, Ouagne D, Breant S, Serre P, Mouchet A, Rance B, Chatellier G, Bellamine A, Frank M, Guerin J, Tannier X, Livartowski A, Hilka M, Daniel C. How to Improve Cancer Patients ENrollment in Clinical Trials From rEal-Life Databases Using the Observational Medical Outcomes Partnership Oncology Extension: Results of the PENELOPE Initiative in Urologic Cancers. JCO Clin Cancer Inform. 2023;7:e2200179. doi: 10.1200/cci.22.00179. PubMed PMID: 37167578.
553. Korntheuer RL, Katsch F, Duftschmid G. Transforming Documents of the Austrian Nationwide EHR System into the OMOP CDM. Stud Health Technol Inform. 2023;301:54-9. doi: 10.3233/shti230011. PubMed PMID: 37172152.
554. Spotnitz M, Acharya N, Cimino JJ, Murphy S, Namjou B, Crimmins N, Walunas T, Liu C, Crosslin D, Benoit B, Rosenthal E, Pacheco JA, Ostropolets A, Reyes Nieva H, Patterson JS, Richter LR, Callahan TJ, Elhussein A, Pang C, Kiryluk K, Nestor J, Khan A, Mohan S, Minty E, Chung W, Wei WQ, Natarajan K, Weng C. A metadata framework for computational phenotypes. JAMIA Open. 2023;6(2):ooad032. Epub 20230509. doi: 10.1093/jamiaopen/ooad032. PubMed PMID: 37181728; PubMed Central PMCID: PMC10168627.
555. Yoo H, Yum Y, Park SW, Lee JM, Jang M, Kim Y, Kim JH, Park HJ, Han KS, Park JH, Joo HJ. Standardized Database of 12-Lead Electrocardiograms with a Common Standard for the Promotion of Cardiovascular Research: KURIAS-ECG. Healthc Inform Res. 2023;29(2):132-44. Epub 20230430. doi: 10.4258/hir.2023.29.2.132. PubMed PMID: 37190737; PubMed Central PMCID: PMC10209728.
556. Lee GH, Park J, Kim J, Kim Y, Choi B, Park RW, Rhee SY, Shin SY. Feasibility Study of Federated Learning on the Distributed Research Network of OMOP Common Data Model. Healthc Inform Res. 2023;29(2):168-73. Epub 20230430. doi: 10.4258/hir.2023.29.2.168. PubMed PMID: 37190741; PubMed Central PMCID: PMC10209729.
557. Reinecke I, Henke E, Peng Y, Sedlmayr M, Bathelt F. Fitness for Use of Anatomical Therapeutic Classification for Real World Data Research. Stud Health Technol Inform. 2023;302:711-5. doi: 10.3233/shti230245. PubMed PMID: 37203475.
558. Peng Y, Henke E, Sedlmayr M, Bathelt F. Towards ETL Processes to OMOP CDM Using Metadata and Modularization. Stud Health Technol Inform. 2023;302:751-2. doi: 10.3233/shti230256. PubMed PMID: 37203486.
559. Haug M, Kolde R, Oja M, Pajusalu M. Modeling Patient Treatment Trajectories Using Markov Chains for Cost Analysis. Stud Health Technol Inform. 2023;302:755-6. doi: 10.3233/shti230258. PubMed PMID: 37203488.
560. Katsch F, Hussein R, Korntheuer R, Duftschmid G. Converting HL7 CDA Based Nationwide Austrian Medication Data to OMOP CDM. Stud Health Technol Inform. 2023;302:899-900. doi: 10.3233/shti230300. PubMed PMID: 37203528.
561. Markus AF, Fridgeirsson EA, Kors JA, Verhamme KMC, Rijnbeek PR. Challenges of Estimating Global Feature Importance in Real-World Health Care Data. Stud Health Technol Inform. 2023;302:1057-61. doi: 10.3233/shti230346. PubMed PMID: 37203580.
562. Henke E, Zoch M, Reinecke I, Spoden M, Ruhnke T, Günster C, Sedlmayr M, Bathelt F. German Claims Data for Real-World Research: Content Coverage Evaluation in OMOP CDM. Stud Health Technol Inform. 2023;302:3-7. doi: 10.3233/shti230053. PubMed PMID: 37203598.
563. Yang C, Fridgeirsson EA, Kors JA, Reps JM, Rijnbeek PR, Wong J, Williams RD. Does Using a Stacking Ensemble Method to Combine Multiple Base Learners Within a Database Improve Model Transportability? Stud Health Technol Inform. 2023;302:129-30. doi: 10.3233/shti230080. PubMed PMID: 37203625.
564. Williams RD, den Otter S, Reps JM, Rijnbeek PR. The DELPHI Library: Improving Model Validation, Transparency and Dissemination Through a Centralised Library of Prediction Models. Stud Health Technol Inform. 2023;302:139-40. doi: 10.3233/shti230085. PubMed PMID: 37203630.
565. Oh SW, Ko SJ, Im YS, Jung S, Choi BY, Kim JY, Choi W, Choi IY. Data Quality Assessment for Observational Medical Outcomes Partnership Common Data Model of Multi-Center. Stud Health Technol Inform. 2023;302:322-6. doi: 10.3233/shti230127. PubMed PMID: 37203671.
566. Blasini R, Michel-Backofen A, Schneider H, Marquardt K. RD-MON – Building a Rare Disease Monitor to Enhance Awareness for Patients with Rare Diseases in Intensive Care. Stud Health Technol Inform. 2023;302:358-9. doi: 10.3233/shti230139. PubMed PMID: 37203683.
567. Callahan TJ, Stefanski AL, Wyrwa JM, Zeng C, Ostropolets A, Banda JM, Baumgartner WA, Jr., Boyce RD, Casiraghi E, Coleman BD, Collins JH, Deakyne Davies SJ, Feinstein JA, Lin AY, Martin B, Matentzoglu NA, Meeker D, Reese J, Sinclair J, Taneja SB, Trinkley KE, Vasilevsky NA, Williams AE, Zhang XA, Denny JC, Ryan PB, Hripcsak G, Bennett TD, Haendel MA, Robinson PN, Hunter LE, Kahn MG. Ontologizing health systems data at scale: making translational discovery a reality. NPJ Digit Med. 2023;6(1):89. Epub 20230519. doi: 10.1038/s41746-023-00830-x. PubMed PMID: 37208468; PubMed Central PMCID: PMC10196319.
568. Kingsbury P, Abajian H, Abajian M, Angyan P, Espinoza J, MacDonald B, Meeker D, Wilson JP, Bahroos N. SEnDAE: A resource for expanding research into social and environmental determinants of health. Comput Methods Programs Biomed. 2023;238:107542. Epub 20230408. doi: 10.1016/j.cmpb.2023.107542. PubMed PMID: 37224727.
569. Puttmann D, de Groot R, de Keizer N, Cornet R, Elbers PWG, Dongelmans D, Bakhshi-Raiez F. Assessing the FAIRness of databases on the EHDEN portal: A case study on two Dutch ICU databases. Int J Med Inform. 2023;176:105104. Epub 20230527. doi: 10.1016/j.ijmedinf.2023.105104. PubMed PMID: 37267810.
570. Williams N. Building the observational medical outcomes partnership’s T-MSIS Analytic File common data model. Inform Med Unlocked. 2023;39. Epub 20230505. doi: 10.1016/j.imu.2023.101259. PubMed PMID: 37305615; PubMed Central PMCID: PMC10249773.
571. Bui MH, Lee DY, Park SJ, Park KH. Real-World Treatment Intensity and Patterns in Patients With Myopic Choroidal Neovascularization: Common Data Model in Ophthalmology. J Korean Med Sci. 2023;38(23):e174. Epub 20230612. doi: 10.3346/jkms.2023.38.e174. PubMed PMID: 37309694; PubMed Central PMCID: PMC10261705.
572. Lim JE, Kim HM, Kim JH, Baek HS, Han MY. Association between dyslipidemia and asthma in children: a systematic review and multicenter cohort study using a common data model. Clin Exp Pediatr. 2023;66(8):357-65. Epub 20230614. doi: 10.3345/cep.2023.00290. PubMed PMID: 37321588; PubMed Central PMCID: PMC10397992.
573. Arshad F, Schuemie MJ, Bu F, Minty EP, Alshammari TM, Lai LYH, Duarte-Salles T, Fortin S, Nyberg F, Ryan PB, Hripcsak G, Prieto-Alhambra D, Suchard MA. Serially Combining Epidemiological Designs Does Not Improve Overall Signal Detection in Vaccine Safety Surveillance. Drug Saf. 2023;46(8):797-807. Epub 20230616. doi: 10.1007/s40264-023-01324-1. PubMed PMID: 37328600; PubMed Central PMCID: PMC10345011.
574. Fouladvand S, Noshad M, Goldstein MK, Periyakoil VJ, Chen JH. Mild Cognitive Impairment: Data-Driven Prediction, Risk Factors, and Workup. AMIA Jt Summits Transl Sci Proc. 2023;2023:167-75. Epub 20230616. PubMed PMID: 37350911; PubMed Central PMCID: PMC10283085.
575. Kiwuwa-Muyingo S, Todd J, Bhattacharjee T, Taylor A, Greenfield J. Enabling data sharing and utilization for African population health data using OHDSI tools with an OMOP-common data model. Front Public Health. 2023;11:1116682. Epub 20230609. doi: 10.3389/fpubh.2023.1116682. PubMed PMID: 37361151; PubMed Central PMCID: PMC10287979.
576. Itzel T, Falconer T, Roig A, Daza J, Park J, Cheong JY, Park RW, Wiest I, Ebert MP, Hripcsak G, Teufel A. Efficacy of Co-Medications in Patients with Alcoholic Liver Disease. Dig Dis. 2023;41(5):780-8. Epub 20230626. doi: 10.1159/000529914. PubMed PMID: 37364547.
577. Ko S, Chang SH, Chung YW, Seo YG, Kang DY, Kim K, Chang DJ, Choi IY. Investigation of hepatic adverse events due to quetiapine by using the common data model. Pharmacoepidemiol Drug Saf. 2023;32(12):1341-9. Epub 20230712. doi: 10.1002/pds.5663. PubMed PMID: 37366649.
578. Dimitriadis V, Chytas A, Grammatikopoulou M, Nikolaidis G, Pliatsika J, Zachariadou M, Nikolopoulos S, Natsiavas P. Use of Real-World Data to Support Adverse Drug Reactions Prevention During ePrescription. Stud Health Technol Inform. 2023;305:226-9. doi: 10.3233/shti230469. PubMed PMID: 37387003.
579. Krastev E, Abanos S, Kovachev P, Tcharaktchiev D. Diabetes Prevalence and Duration Data Extracted from Outpatient Records Representative for the Bulgarian
Population. Stud Health Technol Inform. 2023;305:230-3. doi: 10.3233/shti230470. PubMed PMID: 37387004.
580. Hechtel N, Apfel-Starke J, Köhler S, Fradziak M, Schönfeld N, Steinmeyer J, Oeltze-Jafra S. Harmonisation of German Health Care Data Using the OMOP Common Data Model – A Practice Report. Stud Health Technol Inform. 2023;305:287-90. doi: 10.3233/shti230485. PubMed PMID: 37387019.
581. Hardin J, Makadia R, Black S, Lara-Corrales I, Diaz LZ, Kirby JS, DeKlotz CMC. Characteristics and treatment pathways in pediatric and adult hidradenitis suppurativa: An examination using real world data. JAAD Int. 2023;12:124-32. Epub 20230530. doi: 10.1016/j.jdin.2023.05.011. PubMed PMID: 37409312; PubMed Central PMCID: PMC10319301.
582. Mayer CS, Huser V. Learning important common data elements from shared study data: The All of Us program analysis. PLoS One. 2023;18(7):e0283601. Epub 20230707. doi: 10.1371/journal.pone.0283601. PubMed PMID: 37418391; PubMed Central PMCID: PMC10328251.
583. Kohler S, Boscá D, Kärcher F, Haarbrandt B, Prinz M, Marschollek M, Eils R. Eos and OMOCL: Towards a seamless integration of openEHR records into the OMOP Common Data Model. J Biomed Inform. 2023;144:104437. Epub 20230712. doi: 10.1016/j.jbi.2023.104437. PubMed PMID: 37442314.
584. Im YG, Han MY, Baek HS. Association of Serum Vitamin D Level with Temporomandibular Disorder Incidence: A Retrospective, Multi-Center Cohort Study Using Six Hospital Databases. Nutrients. 2023;15(13). Epub 20230624. doi: 10.3390/nu15132860. PubMed PMID: 37447187; PubMed Central PMCID: PMC10343618.
585. Tavakoli K, Kalaw FGP, Bhanvadia S, Hogarth M, Baxter SL. Concept Coverage Analysis of Ophthalmic Infections and Trauma among the Standardized Medical Terminologies SNOMED-CT, ICD-10-CM, and ICD-11. Ophthalmol Sci. 2023;3(4):100337. Epub 20230525. doi: 10.1016/j.xops.2023.100337. PubMed PMID: 37449050; PubMed Central PMCID: PMC10336190.
586. Oniani D, Parmanto B, Saptono A, Bove A, Freburger J, Visweswaran S, Cappella N, McLay B, Silverstein JC, Becich MJ, Delitto A, Skidmore E, Wang Y. ReDWINE: A clinical datamart with text analytical capabilities to facilitate rehabilitation research. Int J Med Inform. 2023;177:105144. Epub 20230711. doi: 10.1016/j.ijmedinf.2023.105144. PubMed PMID: 37459703; PubMed Central PMCID: PMC10528160.
587. Lee YJ, Kim J, Han Y, Hwang K, Choi B, Oh TR, Kim IY, Rhee H. Risk of Hyponatremia after Tramadol/Acetaminophen Single-Pill Combination Therapy: A Real-World Study Based on the OMOP-CDM Database. Drugs R D. 2023;23(3):289-96. Epub 20230728. doi: 10.1007/s40268-023-00436-4. PubMed PMID: 37507616; PubMed Central PMCID: PMC10439094.
588. Ahmadi N, Zoch M, Kelbert P, Noll R, Schaaf J, Wolfien M, Sedlmayr M. Methods Used in the Development of Common Data Models for Health Data: Scoping Review. JMIR Med Inform. 2023;11:e45116. Epub 20230803. doi: 10.2196/45116. PubMed PMID: 37535410; PubMed Central PMCID: PMC10436118.
589. Seinen TM, Kors JA, van Mulligen EM, Fridgeirsson E, Rijnbeek PR. The added value of text from Dutch general practitioner notes in predictive modeling. J Am Med Inform Assoc. 2023;30(12):1973-84. doi: 10.1093/jamia/ocad160. PubMed PMID: 37587084; PubMed Central PMCID: PMC10654855.
590. Birch RJ, Umbel K, Karafin MS, Goel R, Mathew S, Pace W. How do we build a comprehensive Vein-to-Vein (V2V) database for conduct of observational studies in transfusion medicine? Demonstrated with the Recipient Epidemiology and Donor Evaluation Study-IV-Pediatric V2V database protocol. Transfusion. 2023;63(9):1623-32. Epub 20230819. doi: 10.1111/trf.17507. PubMed PMID: 37596918.
591. Wu Q, Schuemie MJ, Suchard MA, Ryan P, Hripcsak GM, Rohde CA, Chen Y. Padé approximant meets federated learning: A nearly lossless, one-shot algorithm for evidence synthesis in distributed research networks with rare outcomes. J Biomed Inform. 2023;145:104476. Epub 20230819. doi: 10.1016/j.jbi.2023.104476. PubMed PMID: 37598737; PubMed Central PMCID: PMC11056245.
592. Adelman MJ, Sivesind TE, Weber I, Bosma G, Hochheimer C, Karimkhani C, Schilling LM, Barbieri JS, Dellavalle RP. Prescribing Patterns of Oral Antibiotics and Isotretinoin for Acne in a Colorado Hospital System: Retrospective Cohort Study. JMIR Dermatol. 2023;6:e42883. Epub 20230821. doi: 10.2196/42883. PubMed PMID: 37603402; PubMed Central PMCID: PMC10477922.
593. Li M, Itzel T, Montagut NE, Falconer T, Daza J, Park J, Cheong JY, Park RW, Wiest I, Ebert MP, Hripcsak G, Teufel A. Impact of concomitant cardiovascular medications on overall survival in patients with liver cirrhosis. Scand J Gastroenterol. 2023;58(12):1505-13. Epub 20230822. doi: 10.1080/00365521.2023.2239974. PubMed PMID: 37608699.
594. Henke E, Peng Y, Reinecke I, Zoch M, Sedlmayr M, Bathelt F. An Extract-Transform-Load Process Design for the Incremental Loading of German Real-World Data Based on FHIR and OMOP CDM: Algorithm Development and Validation. JMIR Med Inform. 2023;11:e47310. Epub 20230821. doi: 10.2196/47310. PubMed PMID: 37621207; PubMed Central PMCID: PMC10466444.
595. Carus J, Trübe L, Szczepanski P, Nürnberg S, Hees H, Bartels S, Nennecke A, Ückert F, Gundler C. Mapping the Oncological Basis Dataset to the Standardized Vocabularies of a Common Data Model: A Feasibility Study. Cancers (Basel). 2023;15(16). Epub 20230811. doi: 10.3390/cancers15164059. PubMed PMID: 37627087; PubMed Central PMCID: PMC10452256.
596. Przysucha M, Hüsers J, Liberman D, Kersten O, Schlüter A, Fraas S, Busch D, Moelleken M, Erfurt-Berge C, Dissemond J, Hübner U. Design and Implementation of an ETL-Process to Transfer Wound-Related Data into a Standardized Common Data Model. Stud Health Technol Inform. 2023;307:258-66. doi: 10.3233/shti230723. PubMed PMID: 37697861.
597. de Groot R, Püttmann DP, Fleuren LM, Thoral PJ, Elbers PWG, de Keizer NF, Cornet R. Determining and assessing characteristics of data element names impacting the performance of annotation using Usagi. Int J Med Inform. 2023;178:105200. Epub 20230829. doi: 10.1016/j.ijmedinf.2023.105200. PubMed PMID: 37703800.
598. Raventós B, Fernández-Bertolín S, Aragón M, Voss EA, Blacketer C, Méndez-Boo L, Recalde M, Roel E, Pistillo A, Reyes C, van Sandijk S, Halvorsen L, Rijnbeek PR, Burn E, Duarte-Salles T. Transforming the Information System for Research in Primary Care (SIDIAP) in Catalonia to the OMOP Common Data Model and Its Use for COVID-19 Research. Clin Epidemiol. 2023;15:969-86. Epub 20230913. doi: 10.2147/clep.S419481. PubMed PMID: 37724311; PubMed Central PMCID: PMC10505380.
599. You SC, Seo SI, Falconer T, Yanover C, Duarte-Salles T, Seager S, Posada JD, Shah NH, Nguyen PA, Kim Y, Hsu JC, Van Zandt M, Hsu MH, Lee HL, Ko H, Shin WG, Pratt N, Park RW, Reich CG, Suchard MA, Hripcsak G, Park CH, Prieto-Alhambra D. Ranitidine Use and Incident Cancer in a Multinational Cohort. JAMA Netw Open. 2023;6(9):e2333495. Epub 20230905. doi: 10.1001/jamanetworkopen.2023.33495. PubMed PMID: 37725377; PubMed Central PMCID: PMC10509724.
600. Urdiales T, Dernie F, Català M, Prats-Uribe A, Prats C, Prieto-Alhambra D. Association between ethnic background and COVID-19 morbidity, mortality and vaccination in England: a multistate cohort analysis using the UK Biobank. BMJ Open. 2023;13(9):e074367. Epub 20230921. doi: 10.1136/bmjopen-2023-074367. PubMed PMID: 37734898; PubMed Central PMCID: PMC10514643.
601. Oliver M, Allyn J, Carencotte R, Allou N, Ferdynus C. Introducing the BlendedICU dataset, the first harmonized, international intensive care dataset. J Biomed Inform. 2023;146:104502. Epub 20230927. doi: 10.1016/j.jbi.2023.104502. PubMed PMID: 37769828.
602. Frid S, Bracons Cucó G, Gil Rojas J, López-Rueda A, Pastor Duran X, Martínez-Sáez O, Lozano-Rubí R. Evaluation of OMOP CDM, i2b2 and ICGC ARGO for supporting data harmonization in a breast cancer use case of a multicentric European AI project. J Biomed Inform. 2023;147:104505. Epub 20230927. doi: 10.1016/j.jbi.2023.104505. PubMed PMID: 37774908.
603. Kim JW, Kim C, Kim KH, Lee Y, Yu DH, Yun J, Baek H, Park RW, You SC. Scalable Infrastructure Supporting Reproducible Nationwide Healthcare Data Analysis toward FAIR Stewardship. Sci Data. 2023;10(1):674. Epub 20231004. doi: 10.1038/s41597-023-02580-7. PubMed PMID: 37794003; PubMed Central PMCID: PMC10550904.
604. Gauffin O, Brand JS, Vidlin SH, Sartori D, Asikainen S, Català M, Chalabi E, Dedman D, Danilovic A, Duarte-Salles T, García Morales MT, Hiltunen S, Jödicke AM, Lazarevic M, Mayer MA, Miladinovic J, Mitchell J, Pistillo A, Ramírez-Anguita JM, Reyes C, Rudolph A, Sandberg L, Savage R, Schuemie M, Spasic D, Trinh NTH, Veljkovic N, Vujovic A, de Wilde M, Zekarias A, Rijnbeek P, Ryan P, Prieto-Alhambra D, Norén GN. Supporting Pharmacovigilance Signal Validation and Prioritization with Analyses of Routinely Collected Health Data: Lessons Learned from an EHDEN Network Study. Drug Saf. 2023;46(12):1335-52. Epub 20231007. doi: 10.1007/s40264-023-01353-w. PubMed PMID: 37804398; PubMed Central PMCID: PMC10684396.
605. Oh S, Joo HJ, Sohn JW, Park S, Jang JS, Seong J, Park KJ, Lee SH. Cloud-based digital healthcare development for precision medical hospital information system. Per Med. 2023;20(5):435-44. Epub 20231009. doi: 10.2217/pme-2023-0074. PubMed PMID: 37811595.
606. Khera R, Dhingra LS, Aminorroaya A, Li K, Zhou JJ, Arshad F, Blacketer C, Bowring MG, Bu F, Cook M, Dorr DA, Duarte-Salles T, DuVall SL, Falconer T, French TE, Hanchrow EE, Horban S, Lau WC, Li J, Liu Y, Lu Y, Man KK, Matheny ME, Mathioudakis N, McLemore MF, Minty E, Morales DR, Nagy P, Nishimura A, Ostropolets A, Pistillo A, Posada JD, Pratt N, Reyes C, Ross JS, Seager S, Shah N, Simon K, Wan EY, Yang J, Yin C, You SC, Schuemie MJ, Ryan PB, Hripcsak G, Krumholz H, Suchard MA. Multinational patterns of second line antihyperglycaemic drug initiation across cardiovascular risk groups: federated pharmacoepidemiological evaluation in LEGEND-T2DM. BMJ Med. 2023;2(1):e000651. Epub 20231006. doi: 10.1136/bmjmed-2023-000651. PubMed PMID: 37829182; PubMed Central PMCID: PMC10565313.
607. Mészáros Á, Kovács S, Héja T, Bagyura Z, Zemplényi A. Mapping Hungarian procedure codes to SNOMED CT. BMC Med Res Methodol. 2023;23(1):240. Epub 20231018. doi: 10.1186/s12874-023-02036-x. PubMed PMID: 37853326; PubMed Central PMCID: PMC10585817.
608. Sadsad R, Ruber G, Zhou J, Nicklin S, Tsafnat G. A computable biomedical knowledge object for calculating in-hospital mortality for patients admitted with acute myocardial infarction. Learn Health Syst. 2023;7(4):e10388. Epub 20230911. doi: 10.1002/lrh2.10388. PubMed PMID: 37860059; PubMed Central PMCID: PMC10582239.
609. Krastev E, Tcharaktchiev D, Abanos S. Application of OMOP Common Data Model for Data Integration: The Bulgarian Diabetes Register. Stud Health Technol Inform. 2023;309:141-2. doi: 10.3233/shti230761. PubMed PMID: 37869827.
610. Henke E, Zoch M, Kallfelz M, Ruhnke T, Leutner LA, Spoden M, Günster C, Sedlmayr M, Bathelt F. Assessing the Use of German Claims Data Vocabularies for Research in the Observational Medical Outcomes Partnership Common Data Model: Development and Evaluation Study. JMIR Med Inform. 2023;11:e47959. Epub 20231107. doi: 10.2196/47959. PubMed PMID: 37942786; PubMed Central PMCID: PMC10653283.
611. Voss EA, Blacketer C, van Sandijk S, Moinat M, Kallfelz M, van Speybroeck M, Prieto-Alhambra D, Schuemie MJ, Rijnbeek PR. European Health Data & Evidence Network-learnings from building out a standardized international health data network. J Am Med Inform Assoc. 2023;31(1):209-19. doi: 10.1093/jamia/ocad214. PubMed PMID: 37952118; PubMed Central PMCID: PMC10746315.
612. Choi JY, Yoo S, Song W, Kim S, Baek H, Lee JS, Yoon YS, Yoon S, Lee HY, Kim KI. Development and Validation of a Prognostic Classification Model Predicting Postoperative Adverse Outcomes in Older Surgical Patients Using a Machine Learning Algorithm: Retrospective Observational Network Study. J Med Internet Res. 2023;25:e42259. Epub 20231113. doi: 10.2196/42259. PubMed PMID: 37955965; PubMed Central PMCID: PMC10682929.
613. Seol S, Choi JR, Choi B, Kim S, Jeon JY, Park KN, Park JH, Park MW, Eun YG, Park JJ, Lee BJ, Shin YS, Kim CH, Park RW, Jang JY. Effect of statin use on head and neck cancer prognosis in a multicenter study using a Common Data Model. Sci Rep. 2023;13(1):19770. Epub 20231113. doi: 10.1038/s41598-023-45654-7. PubMed PMID: 37957229; PubMed Central PMCID: PMC10643676.
614. Cai CX, Halfpenny W, Boland MV, Lehmann HP, Hribar M, Goetz KE, Baxter SL. Advancing Toward a Common Data Model in Ophthalmology: Gap Analysis of General Eye Examination Concepts to Standard Observational Medical Outcomes Partnership (OMOP) Concepts. Ophthalmol Sci. 2023;3(4):100391. Epub 20230825. doi: 10.1016/j.xops.2023.100391. PubMed PMID: 38025162; PubMed Central PMCID: PMC10630664.
615. Guo LL, Calligan M, Vettese E, Cook S, Gagnidze G, Han O, Inoue J, Lemmon J, Li J, Roshdi M, Sadovy B, Wallace S, Sung L. Development and validation of the SickKids Enterprise-wide Data in Azure Repository (SEDAR). Heliyon. 2023;9(11):e21586. Epub 20231102. doi: 10.1016/j.heliyon.2023.e21586. PubMed PMID: 38027579; PubMed Central PMCID: PMC10661187.
616. Makadia R, Shoaibi A, Rao GA, Ostropolets A, Rijnbeek PR, Voss EA, Duarte-Salles T, Ramírez-Anguita JM, Mayer MA, Maljković F, Denaxas S, Nyberg F, Papez V, Sena AG, Alshammari TM, Lai LYH, Haynes K, Suchard MA, Hripcsak G, Ryan PB. Evaluating the impact of alternative phenotype definitions on incidence rates across a global data network. JAMIA Open. 2023;6(4):ooad096. Epub 20231121. doi: 10.1093/jamiaopen/ooad096. PubMed PMID: 38028730; PubMed Central PMCID: PMC10662662.
617. Mayer CS. Conversion of CPRD AURUM Data into the OMOP Common Data Model. Inform Med Unlocked. 2023;43. Epub 20231110. doi: 10.1016/j.imu.2023.101407. PubMed PMID: 38046363; PubMed Central PMCID: PMC10688258.
618. Oja M, Tamm S, Mooses K, Pajusalu M, Talvik HA, Ott A, Laht M, Malk M, Lõo M, Holm J, Haug M, Šuvalov H, Särg D, Vilo J, Laur S, Kolde R, Reisberg S. Transforming Estonian health data to the Observational Medical Outcomes Partnership (OMOP) Common Data Model: lessons learned. JAMIA Open. 2023;6(4):ooad100. Epub 20231205. doi: 10.1093/jamiaopen/ooad100. PubMed PMID: 38058679; PubMed Central PMCID: PMC10697784.
619. Kalokyri V, Kondylakis H, Sfakianakis S, Nikiforaki K, Karatzanis I, Mazzetti S, Tachos N, Regge D, Fotiadis DI, Marias K, Tsiknakis M. MI-Common Data Model: Extending Observational Medical Outcomes Partnership-Common Data Model (OMOP-CDM) for Registering Medical Imaging Metadata and Subsequent Curation Processes. JCO Clin Cancer Inform. 2023;7:e2300101. doi: 10.1200/cci.23.00101. PubMed PMID: 38061012; PubMed Central PMCID: PMC10715775.
620. Fridgeirsson EA, Sontag D, Rijnbeek P. Attention-based neural networks for clinical prediction modelling on electronic health records. BMC Med Res Methodol. 2023;23(1):285. Epub 20231207. doi: 10.1186/s12874-023-02112-2. PubMed PMID: 38062352; PubMed Central PMCID: PMC10701944.
621. Choi K, Park SJ, Han S, Mun Y, Lee DY, Chang DJ, Kim S, Yoo S, Woo SJ, Park KH, Suh HS. Patient-Centered Economic Burden of Exudative Age-Related Macular Degeneration: Retrospective Cohort Study. JMIR Public Health Surveill. 2023;9:e49852. Epub 20231208. doi: 10.2196/49852. PubMed PMID: 38064251; PubMed Central PMCID: PMC10746973.
622. Blasini R, Buchowicz KM, Schneider H, Samans B, Sohrabi K. Implementation of inclusion and exclusion criteria in clinical studies in OHDSI ATLAS software. Sci Rep. 2023;13(1):22457. Epub 20231218. doi: 10.1038/s41598-023-49560-w. PubMed PMID: 38105303; PubMed Central PMCID: PMC10725886.
623. Heudel P, Crochet H, Durand T, Zrounba P, Blay JY. From data strategy to implementation to advance cancer research and cancer care: A French comprehensive cancer center experience. PLOS Digit Health. 2023;2(12):e0000415. Epub 20231219. doi: 10.1371/journal.pdig.0000415. PubMed PMID: 38113207; PubMed Central PMCID: PMC10729983.
624. Khan H, Mosa ASM, Paka V, Rana MKZ, Mandhadi V, Islam S, Xu H, McClay JC, Sarker S, Rao P, Waitman LR. Mapping Clinical Documents to the Logical Observation Identifiers, Names and Codes (LOINC) Document Ontology using Electronic Health Record Systems Structured Metadata. AMIA Annu Symp Proc. 2023;2023:1017-26. Epub 20240111. PubMed PMID: 38222329; PubMed Central PMCID: PMC10785913.
625. Lyu T, Liang C. Computational Phenotyping of OMOP CDM Normalized EHR for Prenatal and Postpartum Episodes: An Informatics Framework and Clinical Implementation on All of Us. AMIA Annu Symp Proc. 2023;2023:1096-104. Epub 20240111. PubMed PMID: 38222375; PubMed Central PMCID: PMC10785883.
626. Zuo X, Zhou Y, Duke J, Hripcsak G, Shah N, Banda JM, Reeves R, Miller T, Waitman LR, Natarajan K, Xu H. Standardizing Multi-site Clinical Note Titles to LOINC Document Ontology: A Transformer-based Approach. AMIA Annu Symp Proc. 2023;2023:834-43. Epub 20240111. PubMed PMID: 38222429; PubMed Central PMCID: PMC10785935.
627. Swerdel JN, Conover MM. Comparing broad and narrow phenotype algorithms: differences in performance characteristics and immortal time incurred. J Pharm Pharm Sci. 2023;26:12095. Epub 20240103. doi: 10.3389/jpps.2023.12095. PubMed PMID: 38235322; PubMed Central PMCID: PMC10791821.
628. Claire R, Elvidge J, Hanif S, Goovaerts H, Rijnbeek PR, Jónsson P, Facey K, Dawoud D. Advancing the use of real world evidence in health technology assessment: insights from a multi-stakeholder workshop. Front Pharmacol. 2023;14:1289365. Epub 20240112. doi: 10.3389/fphar.2023.1289365. PubMed PMID: 38283835; PubMed Central PMCID: PMC10811058.
629. Yang C, Fridgeirsson EA, Kors JA, Reps JM, Rijnbeek PR. Impact of random oversampling and random undersampling on the performance of prediction models developed using observational health data. Journal of Big Data. 2024;11(1):7. doi: 10.1186/s40537-023-00857-7.
630. Pav V, Burns A, Colahan C, Robison B, Kean J, DuVall S. Illustration of Continuous Enrollment and Beneficiary Categorization in DoD and VA Infrastructure for Clinical Intelligence. Mil Med. 2024;189(3-4):466-74. doi: 10.1093/milmed/usac352. PubMed PMID: 36461620.
631. Choi B, Oh AR, Park J, Lee JH, Yang K, Lee DY, Rhee SY, Kang SS, Lee SD, Lee SH, Jeong CW, Park B, Seol S, Park RW, Lee S. Perioperative adverse cardiac events and mortality after non-cardiac surgery: a multicenter study. Korean J Anesthesiol. 2024;77(1):66-76. Epub 20230510. doi: 10.4097/kja.23043. PubMed PMID: 37169362; PubMed Central PMCID: PMC10834726.
632. Gandaglia G, Pellegrino F, Golozar A, De Meulder B, Abbott T, Achtman A, Imran Omar M, Alshammari T, Areia C, Asiimwe A, Beyer K, Bjartell A, Campi R, Cornford P, Falconer T, Feng Q, Gong M, Herrera R, Hughes N, Hulsen T, Kinnaird A, Lai LYH, Maresca G, Mottet N, Oja M, Prinsen P, Reich C, Remmers S, Roobol MJ, Sakalis V, Seager S, Smith EJ, Snijder R, Steinbeisser C, Thurin NH, Hijazy A, van Bochove K, Van den Bergh RCN, Van Hemelrijck M, Willemse PP, Williams AE, Zounemat Kermani N, Evans-Axelsson S, Briganti A, N’Dow J. Clinical Characterization of Patients Diagnosed with Prostate Cancer and Undergoing Conservative Management: A PIONEER Analysis Based on Big Data. Eur Urol. 2024;85(5):457-65. Epub 20230705. doi: 10.1016/j.eururo.2023.06.012. PubMed PMID: 37414703.
633. Lee S, Shin H, Choe S, Kang MG, Kim SH, Kang DY, Kim JH. MetaLAB-HOI: Template standardization of health outcomes enable massive and accurate detection of adverse drug reactions from electronic health records. Pharmacoepidemiol Drug Saf. 2024;33(1):e5694. Epub 20230914. doi: 10.1002/pds.5694. PubMed PMID: 37710363.
634. Raventós B, Català M, Du M, Guo Y, Black A, Inberg G, Li X, López-Güell K, Newby D, de Ridder M, Barboza C, Duarte-Salles T, Verhamme K, Rijnbeek P, Prieto Alhambra D, Burn E. IncidencePrevalence: An R package to calculate population-level incidence rates and prevalence using the OMOP common data model. Pharmacoepidemiol Drug Saf. 2024;33(1):e5717. Epub 20231025. doi: 10.1002/pds.5717. PubMed PMID: 37876360.
635. Grammes J, Schmid S, Bozkurt L, Heinemann L, Hess G, Kubiak T, Küstner E, Priesterroth LS, Stahl C, Holl RW. Continuous glucose monitoring in older adults with diabetes: Data from the diabetes prospective follow-up (DPV) registry. Diabet Med. 2024;41(3):e15261. Epub 20231127. doi: 10.1111/dme.15261. PubMed PMID: 38009855.
636. Bu F, Schuemie MJ, Nishimura A, Smith LH, Kostka K, Falconer T, McLeggon JA, Ryan PB, Hripcsak G, Suchard MA. Bayesian safety surveillance with adaptive bias correction. Stat Med. 2024;43(2):395-418. Epub 20231127. doi: 10.1002/sim.9968. PubMed PMID: 38010062.
637. Rueda M, Leist IC, Gut IG. Convert-Pheno: A software toolkit for the interconversion of standard data models for phenotypic data. J Biomed Inform. 2024;149:104558. Epub 20231129. doi: 10.1016/j.jbi.2023.104558. PubMed PMID: 38035971.
638. Pera V, van Vaerenbergh F, Kors JA, van Mulligen EM, Parry R, de Wilde M, Lahousse L, van der Lei J, Rijnbeek PR, Verhamme KMC. Descriptive analysis on disproportionate medication errors and associated patient characteristics in the Food and Drug Administration’s Adverse Event Reporting System. Pharmacoepidemiol Drug Saf. 2024;33(1):e5743. Epub 20231229. doi: 10.1002/pds.5743. PubMed PMID: 38158381.
639. Baxter R, Nind T, Sutherland J, McAllister G, Hardy D, Hume A, MacLeod R, Caldwell J, Krueger S, Tramma L, Teviotdale R, Gillen K, Scobbie D, Baillie I, Brooks A, Prodan B, Kerr W, Sloan-Murphy D, Herrera JFR, van Beek EJR, Reel PS, Reel S, Mansouri-Benssassi E, Mudie R, Steele D, Doney A, Trucco E, Morris C, Wallace R, Morris A, Parsons M, Jefferson E. The Scottish Medical Imaging Archive: 57.3 Million Radiology Studies Linked to Their Medical Records. Radiol Artif Intell. 2024;6(1):e220266. doi: 10.1148/ryai.220266. PubMed PMID: 38166330; PubMed Central PMCID: PMC10831519.
640. Reich C, Ostropolets A, Ryan P, Rijnbeek P, Schuemie M, Davydov A, Dymshyts D, Hripcsak G. OHDSI Standardized Vocabularies-a large-scale centralized reference ontology for international data harmonization. J Am Med Inform Assoc. 2024;31(3):583-90. doi: 10.1093/jamia/ocad247. PubMed PMID: 38175665; PubMed Central PMCID: PMC10873827.
641. Català M, Mercadé-Besora N, Kolde R, Trinh NTH, Roel E, Burn E, Rathod-Mistry T, Kostka K, Man WY, Delmestri A, Nordeng HME, Uusküla A, Duarte-Salles T, Prieto-Alhambra D, Jödicke AM. The effectiveness of COVID-19 vaccines to prevent long COVID symptoms: staggered cohort study of data from the UK, Spain, and Estonia. Lancet Respir Med. 2024;12(3):225-36. Epub 20240111. doi: 10.1016/s2213-2600(23)00414-9. PubMed PMID: 38219763.
642. Gan S, Kim C, Lee DY, Park RW. Prediction Models for Readmission Using Home Healthcare Notes and OMOP-CDM. Stud Health Technol Inform. 2024;310:1438-9. doi: 10.3233/shti231233. PubMed PMID: 38269685.
643. Park C, Park SJ, Lee DY, You SC, Lee K, Park RW. Multi-Institutional Collaborative Research Using Ophthalmic Medical Image Data Standardized by Radiology Common Data Model (R-CDM). Stud Health Technol Inform. 2024;310:48-52. doi: 10.3233/shti230925. PubMed PMID: 38269763.
644. Ranallo P, Southwell B, Tignanelli C, Johnson SG, Krueger R, Sevareid-Groth T, Carvel A, Melton GB. Promoting Learning Health System Cycles by Optimizing EHR Data Clinical Concept Encoding Processes. Stud Health Technol Inform. 2024;310:68-73. doi: 10.3233/shti230929. PubMed PMID: 38269767.
645. DuVall SL, Parker CG, Shields AR, Alba PR, Lynch JA, Matheny ME, Kamauu AWC. Toward Real-World Reproducibility: Verifying Value Sets for Clinical Research. Stud Health Technol Inform. 2024;310:164-8. doi: 10.3233/shti230948. PubMed PMID: 38269786.
646. Oh SW, Ko SJ, Im YS, Jung S, Choi BY, Kim JY, Park S, Choi W, Choi IY. Development of Integrated Data Quality Management System for Observational Medical Outcomes Partnership Common Data Model. Stud Health Technol Inform. 2024;310:349-53. doi: 10.3233/shti230985. PubMed PMID: 38269823.
647. Schuemie M, Reps J, Black A, Defalco F, Evans L, Fridgeirsson E, Gilbert JP, Knoll C, Lavallee M, Rao GA, Rijnbeek P, Sadowski K, Sena A, Swerdel J, Williams RD, Suchard M. Health-Analytics Data to Evidence Suite (HADES): Open-Source Software for Observational Research. Stud Health Technol Inform. 2024;310:966-70. doi: 10.3233/shti231108. PubMed PMID: 38269952; PubMed Central PMCID: PMC10868467.
648. Cha J, Ahn EK, Yoon YH, Park MY. Feasibility of Applying the OMOP Common Data Model to Traditional Eastern Asian Medicine Dataset. Stud Health Technol Inform. 2024;310:1349-51. doi: 10.3233/shti231189. PubMed PMID: 38270038.
649. Ahmadi N, Nguyen QV, Sedlmayr M, Wolfien M. A comparative patient-level prediction study in OMOP CDM: applicative potential and insights from synthetic data. Sci Rep. 2024;14(1):2287. Epub 20240127. doi: 10.1038/s41598-024-52723-y. PubMed PMID: 38280887; PubMed Central PMCID: PMC10821926.
650. Park WY, Jeon K, Schmidt TS, Kondylakis H, Alkasab T, Dewey BE, You SC, Nagy P. Development of Medical Imaging Data Standardization for Imaging-Based Observational Research: OMOP Common Data Model Extension. J Imaging Inform Med. 2024;37(2):899-908. Epub 20240205. doi: 10.1007/s10278-024-00982-6. PubMed PMID: 38315345; PubMed Central PMCID: PMC11031512.
651. Zhang X, Feng Y, Li F, Ding J, Tahseen D, Hinojosa E, Chen Y, Tao C. Evaluating MedDRA-to-ICD terminology mappings. BMC Med Inform Decis Mak. 2024;23(Suppl 4):299. Epub 20240207. doi: 10.1186/s12911-023-02375-1. PubMed PMID: 38326827; PubMed Central PMCID: PMC10851449.
652. Bhattacharjee T, Kiwuwa-Muyingo S, Kanjala C, Maoyi ML, Amadi D, Ochola M, Kadengye D, Gregory A, Kiragga A, Taylor A, Greenfield J, Slaymaker E, Todd J. INSPIRE datahub: a pan-African integrated suite of services for harmonising longitudinal population health data using OHDSI tools. Front Digit Health. 2024;6:1329630. Epub 20240129. doi: 10.3389/fdgth.2024.1329630. PubMed PMID: 38347885; PubMed Central PMCID: PMC10859396.
653. Zisser M, Aran D. Transformer-based time-to-event prediction for chronic kidney disease deterioration. J Am Med Inform Assoc. 2024;31(4):980-90. doi: 10.1093/jamia/ocae025. PubMed PMID: 38349850; PubMed Central PMCID: PMC10990547.
654. Lo Re Iii V, Cocoros NM, Hubbard RA, Dutcher SK, Newcomb CW, Connolly JG, Perez-Vilar S, Carbonari DM, Kempner ME, Hernández-Muñoz JJ, Petrone AB, Pishko AM, Rogers Driscoll ME, Brash JT, Burnett S, Cohet C, Dahl M, DeFor TA, Delmestri A, Djibo DA, Duarte-Salles T, Harrington LB, Kampman M, Kuntz JL, Kurz X, Mercadé-Besora N, Pawloski PA, Rijnbeek PR, Seager S, Steiner CA, Verhamme K, Wu F, Zhou Y, Burn E, Paterson JM, Prieto-Alhambra D. Risk of Arterial and Venous Thrombotic Events Among Patients with COVID-19: A Multi-National Collaboration of Regulatory Agencies from Canada, Europe, and United States. Clin Epidemiol. 2024;16:71-89. Epub 20240210. doi: 10.2147/clep.S448980. PubMed PMID: 38357585; PubMed Central PMCID: PMC10865892.
655. Boeker M, Zöller D, Blasini R, Macho P, Helfer S, Behrens M, Prokosch HU, Gulden C. Effectiveness of IT-supported patient recruitment: study protocol for an interrupted time series study at ten German university hospitals. Trials. 2024;25(1):125. Epub 20240216. doi: 10.1186/s13063-024-07918-z. PubMed PMID: 38365848; PubMed Central PMCID: PMC10870691.
656. Hallinan CM, Ward R, Hart GK, Sullivan C, Pratt N, Ng AP, Capurro D, Van Der Vegt A, Liaw ST, Daly O, Luxan BG, Bunker D, Boyle D. Seamless EMR data access: Integrated governance, digital health and the OMOP-CDM. BMJ Health Care Inform. 2024;31(1). Epub 20240221. doi: 10.1136/bmjhci-2023-100953. PubMed PMID: 38387992; PubMed Central PMCID: PMC10882353.
657. Henke E, Zoch M, Peng Y, Reinecke I, Sedlmayr M, Bathelt F. Conceptual design of a generic data harmonization process for OMOP common data model. BMC Med Inform Decis Mak. 2024;24(1):58. Epub 20240226. doi: 10.1186/s12911-024-02458-7. PubMed PMID: 38408983; PubMed Central PMCID: PMC10895818.
658. Naderalvojoud B, Curtin CM, Yanover C, El-Hay T, Choi B, Park RW, Tabuenca JG, Reeve MP, Falconer T, Humphreys K, Asch SM, Hernandez-Boussard T. Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network. J Am Med Inform Assoc. 2024;31(5):1051-61. doi: 10.1093/jamia/ocae028. PubMed PMID: 38412331; PubMed Central PMCID: PMC11031239.
659. Markus AF, Rijnbeek PR, Kors JA, Burn E, Duarte-Salles T, Haug M, Kim C, Kolde R, Lee Y, Park HS, Park RW, Prieto-Alhambra D, Reyes C, Krishnan JA, Brusselle GG, Verhamme KM. Real-world treatment trajectories of adults with newly diagnosed asthma or COPD. BMJ Open Respir Res. 2024;11(1). Epub 20240227. doi: 10.1136/bmjresp-2023-002127. PubMed PMID: 38413124; PubMed Central PMCID: PMC10900306.
660. Bräuner KB, Tsouchnika A, Mashkoor M, Williams R, Rosen AW, Hartwig MFS, Bulut M, Dohrn N, Rijnbeek P, Gögenur I. Prediction of 30-day, 90-day, and 1-year mortality after colorectal cancer surgery using a data-driven approach. Int J Colorectal Dis. 2024;39(1):31. Epub 20240229. doi: 10.1007/s00384-024-04607-w. PubMed PMID: 38421482; PubMed Central PMCID: PMC10904562.
661. Liu S, Golozar A, Buesgens N, McLeggon JA, Black A, Nagy P. A framework for understanding an open scientific community using automated harvesting of public artifacts. JAMIA Open. 2024;7(1):ooae017. Epub 20240229. doi: 10.1093/jamiaopen/ooae017. PubMed PMID: 38425704; PubMed Central PMCID: PMC10903973.
662. Marcou Q, Berti-Equille L, Novelli N. Creating a computer assisted ICD coding system: Performance metric choice and use of the ICD hierarchy. J Biomed Inform. 2024;152:104617. Epub 20240301. doi: 10.1016/j.jbi.2024.104617. PubMed PMID: 38432534.
663. Chai Y, Man KKC, Luo H, Torre CO, Wing YK, Hayes JF, Osborn DPJ, Chang WC, Lin X, Yin C, Chan EW, Lam ICH, Fortin S, Kern DM, Lee DY, Park RW, Jang JW, Li J, Seager S, Lau WCY, Wong ICK. Incidence of mental health diagnoses during the COVID-19 pandemic: a multinational network study. Epidemiol Psychiatr Sci. 2024;33:e9. Epub 20240304. doi: 10.1017/s2045796024000088. PubMed PMID: 38433286; PubMed Central PMCID: PMC10940053.
664. Haug M, Oja M, Pajusalu M, Mooses K, Reisberg S, Vilo J, Giménez AF, Falconer T, Danilović A, Maljkovic F, Dawoud D, Kolde R. Markov modeling for cost-effectiveness using federated health data network. J Am Med Inform Assoc. 2024;31(5):1093-101. doi: 10.1093/jamia/ocae044. PubMed PMID: 38472144; PubMed Central PMCID: PMC11031209.
665. Anand TV, Bu F, Schuemie MJ, Suchard MA, Hripcsak G. Comparative safety and effectiveness of angiotensin converting enzyme inhibitors and thiazides and thiazide-like diuretics under strict monotherapy. J Clin Hypertens (Greenwich). 2024;26(4):425-30. Epub 20240319. doi: 10.1111/jch.14793. PubMed PMID: 38501749; PubMed Central PMCID: PMC11007801.
666. Mortier P, Amigo F, Bhargav M, Conde S, Ferrer M, Flygare O, Kizilaslan B, Latorre Moreno L, Leis A, Mayer MA, Pérez-Sola V, Portillo-Van Diest A, Ramírez-Anguita JM, Sanz F, Vilagut G, Alonso J, Mehlum L, Arensman E, Bjureberg J, Pastor M, Qin P. Developing a clinical decision support system software prototype that assists in the management of patients with self-harm in the emergency department: protocol of the PERMANENS project. BMC Psychiatry. 2024;24(1):220. Epub 20240320. doi: 10.1186/s12888-024-05659-6. PubMed PMID: 38509500; PubMed Central PMCID: PMC10956300.
667. Cai CX, Nishimura A, Bowring MG, Westlund E, Tran D, Ng JH, Nagy P, Cook M, McLeggon JA, DuVall SL, Matheny ME, Golozar A, Ostropolets A, Minty E, Desai P, Bu F, Toy B, Hribar M, Falconer T, Zhang L, Lawrence-Archer L, Boland MV, Goetz K, Hall N, Shoaibi A, Reps J, Sena AG, Blacketer C, Swerdel J, Jhaveri KD, Lee E, Gilbert Z, Zeger SL, Crews DC, Suchard MA, Hripcsak G, Ryan PB. Similar Risk of Kidney Failure among Patients with Blinding Diseases Who Receive Ranibizumab, Aflibercept, and Bevacizumab: An Observational Health Data Sciences and Informatics Network Study. Ophthalmol Retina. 2024;8(8):733-43. Epub 20240320. doi: 10.1016/j.oret.2024.03.014. PubMed PMID: 38519026; PubMed Central PMCID: PMC11298306.
668. van Baalen V, Didden EM, Rosenberg D, Bardenheuer K, van Speybroeck M, Brand M. Increase transparency and reproducibility of real-world evidence in rare diseases through disease-specific Federated Data Networks. Pharmacoepidemiol Drug Saf. 2024;33(4):e5778. doi: 10.1002/pds.5778. PubMed PMID: 38556812.
669. Rajwa P, Borkowetz A, Abbott T, Alberti A, Bjartell A, Brash JT, Campi R, Chilelli A, Conover M, Constantinovici N, Davies E, De Meulder B, Eid S, Gacci M, Golozar A, Hafeez H, Haque S, Hijazy A, Hulsen T, Josefsson A, Khalid S, Kolde R, Kotik D, Kurki S, Lambrecht M, Leung CH, Moreno J, Nicoletti R, Nieboer D, Oja M, Palanisamy S, Prinsen P, Reich C, Raffaele Resta G, Ribal MJ, Gómez Rivas J, Smith E, Snijder R, Steinbeisser C, Vandenberghe F, Cornford P, Evans-Axelsson S, N’Dow J, Willemse PM. Research Protocol for an Observational Health Data Analysis on the Adverse Events of Systemic Treatment in Patients with Metastatic Hormone-sensitive Prostate Cancer: Big Data Analytics Using the PIONEER Platform. Eur Urol Open Sci. 2024;63:81-8. Epub 20240325. doi: 10.1016/j.euros.2024.02.019. PubMed PMID: 38572301; PubMed Central PMCID: PMC10987796.
670. Almeida JR, Zúquete A, Pazos A, Oliveira JL. A federated authentication schema among multiple identity providers. Heliyon. 2024;10(7):e28560. Epub 20240326. doi: 10.1016/j.heliyon.2024.e28560. PubMed PMID: 38590890; PubMed Central PMCID: PMC10999912.
671. Tsafnat G, Dunscombe R, Gabriel D, Grieve G, Reich C. Converge or Collide? Making Sense of a Plethora of Open Data Standards in Health Care. J Med Internet Res. 2024;26:e55779. Epub 20240409. doi: 10.2196/55779. PubMed PMID: 38593431; PubMed Central PMCID: PMC11040436.
672. Lawlor A, Lin C, Gómez Rivas J, Ibáñez L, Abad López P, Willemse PP, Imran Omar M, Remmers S, Cornford P, Rajwa P, Nicoletti R, Gandaglia G, Yuen-Chun Teoh J, Moreno Sierra J, Golozar A, Bjartell A, Evans-Axelsson S, N’Dow J, Zong J, Ribal MJ, Roobol MJ, Van Hemelrijck M, Beyer K. Predictive Models for Assessing Patients’ Response to Treatment in Metastatic Prostate Cancer: A Systematic Review. Eur Urol Open Sci. 2024;63:126-35. Epub 20240404. doi: 10.1016/j.euros.2024.03.012. PubMed PMID: 38596781; PubMed Central PMCID: PMC11001619.
673. Trinh NT, Jödicke AM, Català M, Mercadé-Besora N, Hayati S, Lupattelli A, Prieto-Alhambra D, Nordeng HM. Effectiveness of COVID-19 vaccines to prevent long COVID: data from Norway. Lancet Respir Med. 2024;12(5):e33-e4. Epub 20240410. doi: 10.1016/s2213-2600(24)00082-1. PubMed PMID: 38614106.
674. Gulden C, Macho P, Reinecke I, Strantz C, Prokosch HU, Blasini R. recruIT: A cloud-native clinical trial recruitment support system based on Health Level 7 Fast Healthcare Interoperability Resources (HL7 FHIR) and the Observational Medical Outcomes Partnership Common Data Model (OMOP CDM). Comput Biol Med. 2024;174:108411. Epub 20240406. doi: 10.1016/j.compbiomed.2024.108411. PubMed PMID: 38626510.
675. Ward R, Hallinan CM, Ormiston-Smith D, Chidgey C, Boyle D. The OMOP common data model in Australian primary care data: Building a quality research ready harmonised dataset. PLoS One. 2024;19(4):e0301557. Epub 20240418. doi: 10.1371/journal.pone.0301557. PubMed PMID: 38635655; PubMed Central PMCID: PMC11025850.
676. Kim C, Yu DH, Baek H, Cho J, You SC, Park RW. Data Resource Profile: Health Insurance Review and Assessment Service Covid-19 Observational Medical Outcomes Partnership (HIRA Covid-19 OMOP) database in South Korea. Int J Epidemiol. 2024;53(3). doi: 10.1093/ije/dyae062. PubMed PMID: 38658170.
677. Baumgartner M, Kreiner K, Lauschensky A, Jammerbund B, Donsa K, Hayn D, Wiesmüller F, Demelius L, Modre-Osprian R, Neururer S, Slamanig G, Prantl S, Brunelli L, Pfeifer B, Pölzl G, Schreier G. Health data space nodes for privacy-preserving linkage of medical data to support collaborative secondary analyses. Front Med (Lausanne). 2024;11:1301660. Epub 20240410. doi: 10.3389/fmed.2024.1301660. PubMed PMID: 38660421; PubMed Central PMCID: PMC11039786.
678. Krastev E, Markov E, Abanos S, Krasteva R, Tcharaktchiev D. Mapping the Bulgarian Diabetes Register to OMOP CDM: Application Results. Stud Health Technol Inform. 2024;313:28-33. doi: 10.3233/shti240007. PubMed PMID: 38682500.
679. Falgenhauer M, Lauschensky A, Kreiner K, Beyer S, Reiter K, Ziegl A, Modre-Osprian R, Pfeifer B, Neururer S, Krestan S, Wagner H, Huber A, Plaikner S, Kuppelwieser S, Widschwendter M, Schreier G. Towards an Electronic Health Prevention Record Based on HL7 FHIR and the OMOP Common Data Model. Stud Health Technol Inform. 2024;313:107-12. doi: 10.3233/shti240020. PubMed PMID: 38682513.
680. Adams WG, Gasman S, Beccia AL, Fuentes L. The Health Equity Explorer: An open-source resource for distributed health equity visualization and research across common data models. J Clin Transl Sci. 2024;8(1):e72. Epub 20240405. doi: 10.1017/cts.2024.500. PubMed PMID: 38690224; PubMed Central PMCID: PMC11058576.
681. Yang J, Schuemie MJ, Ji X, Suchard MA. Massive Parallelization of Massive Sample-size Survival Analysis. J Comput Graph Stat. 2024;33(1):289-302. Epub 20230626. doi: 10.1080/10618600.2023.2213279. PubMed PMID: 38716090; PubMed Central PMCID: PMC11070748.
682. Nguyen PA, Hsu MH, Chang TH, Yang HC, Huang CW, Liao CT, Lu CY, Hsu JC. Taipei Medical University Clinical Research Database: a collaborative hospital EHR database aligned with international common data standards. BMJ Health Care Inform. 2024;31(1). Epub 20240514. doi: 10.1136/bmjhci-2023-100890. PubMed PMID: 38749529; PubMed Central PMCID: PMC11097871.
683. Fridgeirsson EA, Williams R, Rijnbeek P, Suchard MA, Reps JM. Comparing penalization methods for linear models on large observational health data. J Am Med Inform Assoc. 2024;31(7):1514-21. doi: 10.1093/jamia/ocae109. PubMed PMID: 38767857; PubMed Central PMCID: PMC11187433.
684. Burkard T, López-Güell K, Gorbachev A, Bellas L, Jödicke AM, Burn E, de Ridder M, Mosseveld M, Gratton J, Seager S, Vojinovic D, Mayer MA, Ramírez-Anguita JM, Machín AL, Oja M, Kolde R, Bonadt K, Prieto-Alhambra D, Reich C, Català M. Calculating daily dose in the Observational Medical Outcomes Partnership Common Data Model. Pharmacoepidemiol Drug Saf. 2024;33(6):e5809. doi: 10.1002/pds.5809. PubMed PMID: 38773798.
685. Schiffer-Kane K, Liu C, Callahan TJ, Ta C, Nestor JG, Weng C. Converting OMOP CDM to phenopackets: A model alignment and patient data representation evaluation. J Biomed Inform. 2024;155:104659. Epub 20240521. doi: 10.1016/j.jbi.2024.104659. PubMed PMID: 38777085; PubMed Central PMCID: PMC11181468.
686. Han M, Chang T, Chun HR, Jo S, Jo Y, Yu DH, Yoo S, Cho SI. Symptoms and Conditions in Children and Adults up to 90 Days after SARS-CoV-2 Infection: A Retrospective Observational Study Utilizing the Common Data Model. J Clin Med. 2024;13(10). Epub 20240515. doi: 10.3390/jcm13102911. PubMed PMID: 38792452; PubMed Central PMCID: PMC11122571.
687. Mateus P, Moonen J, Beran M, Jaarsma E, van der Landen SM, Heuvelink J, Birhanu M, Harms AGJ, Bron E, Wolters FJ, Cats D, Mei H, Oomens J, Jansen W, Schram MT, Dekker A, Bermejo I. Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study. J Biomed Inform. 2024;155:104661. Epub 20240526. doi: 10.1016/j.jbi.2024.104661. PubMed PMID: 38806105.
688. Essaid S, Andre J, Brooks IM, Hohman KH, Hull M, Jackson SL, Kahn MG, Kraus EM, Mandadi N, Martinez AK, Mui JY, Zambarano B, Soares A. MENDS-on-FHIR: leveraging the OMOP common data model and FHIR standards for national chronic disease surveillance. JAMIA Open. 2024;7(2):ooae045. Epub 20240529. doi: 10.1093/jamiaopen/ooae045. PubMed PMID: 38818114; PubMed Central PMCID: PMC11137321.
689. Wirth FN, Abu Attieh H, Prasser F. OHDSI-compliance: a set of document templates facilitating the implementation and operation of a software stack for real-world evidence generation. Front Med (Lausanne). 2024;11:1378866. Epub 20240516. doi: 10.3389/fmed.2024.1378866. PubMed PMID: 38818399; PubMed Central PMCID: PMC11137233.
690. Seinen TM, Kors JA, van Mulligen EM, Fridgeirsson EA, Verhamme KM, Rijnbeek PR. Using clinical text to refine unspecific condition codes in Dutch general practitioner EHR data. Int J Med Inform. 2024;189:105506. Epub 20240529. doi: 10.1016/j.ijmedinf.2024.105506. PubMed PMID: 38820647.
691. Rujano MA, Boiten JW, Ohmann C, Canham S, Contrino S, David R, Ewbank J, Filippone C, Connellan C, Custers I, van Nuland R, Mayrhofer MT, Holub P, Álvarez EG, Bacry E, Hughes N, Freeberg MA, Schaffhauser B, Wagener H, Sánchez-Pla A, Bertolini G, Panagiotopoulou M. Sharing sensitive data in life sciences: an overview of centralized and federated approaches. Brief Bioinform. 2024;25(4). doi: 10.1093/bib/bbae262. PubMed PMID: 38836701; PubMed Central PMCID: PMC11151787.
692. Gandaglia G, Pellegrino F, De Meulder B, Hijazy A, Abbott T, Golozar A, Nicoletti R, Gomez-Rivas J, Steinbeisser C, Evans-Axelsson S, Briganti A, N’Dow J. Research protocol for an observational health data analysis to assess the applicability of randomized controlled trials focusing on newly diagnosed metastatic prostate cancer using real-world data: PIONEER IMI’s “big data for better outcomes” program. Int J Surg Protoc. 2024;28(2):64-72. Epub 20240415. doi: 10.1097/sp9.0000000000000024. PubMed PMID: 38854711; PubMed Central PMCID: PMC11161292.
693. Barclay NL, Burkard T, Burn E, Delmestri A, Miquel Dominguez A, Golozar A, Guarner-Argente C, Avilés-Jurado FX, Man WY, Roselló Serrano À, Rosen AW, Tan EH, Tietzova I, Prieto Alhambra D, Newby D. The Impact of the COVID-19 Pandemic on Incidence and Short-Term Survival for Common Solid Tumours in the United Kingdom: A Cohort Analysis. Clin Epidemiol. 2024;16:417-29. Epub 20240611. doi: 10.2147/clep.S463160. PubMed PMID: 38882578; PubMed Central PMCID: PMC11179647.
694. Sibert NT, Soff J, La Ferla S, Quaranta M, Kremer A, Kowalski C. Transforming a Large-Scale Prostate Cancer Outcomes Dataset to the OMOP Common Data Model-Experiences from a Scientific Data Holder’s Perspective. Cancers (Basel). 2024;16(11). Epub 20240530. doi: 10.3390/cancers16112069. PubMed PMID: 38893186; PubMed Central PMCID: PMC11171220.
695. Hoffmann K, Nesterow I, Peng Y, Henke E, Barnett D, Klengel C, Gruhl M, Bartos M, Nüßler F, Gebler R, Grummt S, Seim A, Bathelt F, Reinecke I, Wolfien M, Weidner J, Sedlmayr M. Streamlining intersectoral provision of real-world health data: a service platform for improved clinical research and patient care. Front Med (Lausanne). 2024;11:1377209. Epub 20240605. doi: 10.3389/fmed.2024.1377209. PubMed PMID: 38903818; PubMed Central PMCID: PMC11188485.
696. Schulz NA, Carus J, Wiederhold AJ, Johanns O, Peters F, Rath N, Rausch K, Holleczek B, Katalinic A, Gundler C. Learning debiased graph representations from the OMOP common data model for synthetic data generation. BMC Med Res Methodol. 2024;24(1):136. Epub 20240622. doi: 10.1186/s12874-024-02257-8. PubMed PMID: 38909216; PubMed Central PMCID: PMC11193245.
697. Nateghi Haredasht F, Fouladvand S, Tate S, Chan MM, Yeow JJL, Griffiths K, Lopez I, Bertz JW, Miner AS, Hernandez-Boussard T, Chen CA, Deng H, Humphreys K, Lembke A, Vance LA, Chen JH. Predictability of buprenorphine-naloxone treatment retention: A multi-site analysis combining electronic health records and machine learning. Addiction. 2024. Epub 20240624. doi: 10.1111/add.16587. PubMed PMID: 38923168.
698. Seinen TM, Kors JA, van Mulligen EM, Rijnbeek PR. Annotation-preserving machine translation of English corpora to validate Dutch clinical concept extraction tools. J Am Med Inform Assoc. 2024;31(8):1725-34. doi: 10.1093/jamia/ocae159. PubMed PMID: 38934643; PubMed Central PMCID: PMC11258409.
699. Park G, Lee Y, Cho M. Enhancing healthcare process analysis through object-centric process mining: Transforming OMOP common data models into object-centric event logs. J Biomed Inform. 2024;156:104682. Epub 20240627. doi: 10.1016/j.jbi.2024.104682. PubMed PMID: 38944260.
700. Patterson J, Tatonetti N. KG-LIME: predicting individualized risk of adverse drug events for multiple sclerosis disease-modifying therapy. J Am Med Inform Assoc. 2024;31(8):1693-703. doi: 10.1093/jamia/ocae155. PubMed PMID: 38964369.
701. Shang Y, Tian Y, Lyu K, Zhou T, Zhang P, Chen J, Li J. Electronic Health Record-Oriented Knowledge Graph System for Collaborative Clinical Decision Support Using Multicenter Fragmented Medical Data: Design and Application Study. J Med Internet Res. 2024;26:e54263. Epub 20240705. doi: 10.2196/54263. PubMed PMID: 38968598; PubMed Central PMCID: PMC11259764.
702. Jeon K, Park WY, Kahn CE, Jr., Nagy P, You SC, Yoon SH. Advancing Medical Imaging Research Through Standardization: The Path to Rapid Development, Rigorous Validation, and Robust Reproducibility. Invest Radiol. 2024. Epub 20240711. doi: 10.1097/rli.0000000000001106. PubMed PMID: 38985896.
703. Ji H, Kim S, Sunwoo L, Jang S, Lee HY, Yoo S. Integrating Clinical Data and Medical Imaging in Lung Cancer: Feasibility Study Using the Observational Medical Outcomes Partnership Common Data Model Extension. JMIR Med Inform. 2024;12:e59187. Epub 20240712. doi: 10.2196/59187. PubMed PMID: 38996330; PubMed Central PMCID: PMC11282389.
704. Smith LH, Cavanaugh R. allofus: an R package to facilitate use of the All of Us Researcher Workbench. J Am Med Inform Assoc. 2024. Epub 20240724. doi: 10.1093/jamia/ocae198. PubMed PMID: 39043402.
705. von Gerich H, Chomutare T, Peltonen LM. Building Bridges for Federated Learning in Healthcare: Review on Approaches for Common Data Model Development. Stud Health Technol Inform. 2024;315:711-2. doi: 10.3233/shti240292. PubMed PMID: 39049393.
706. Mehta N, Ribeyre BB, Dimitrov L, English LJ, Ewart C, Heinrich A, Joshi N, Munro KJ, Roadknight G, Romao L, Schilder AG, Spriggs RV, Norris R, Ross T, Tilston G. Creating a health informatics data resource for hearing health research. BMC Med Inform Decis Mak. 2024;24(1):209. Epub 20240729. doi: 10.1186/s12911-024-02589-x. PubMed PMID: 39075459; PubMed Central PMCID: PMC11285202.
707. John LH, Fridgeirsson EA, Kors JA, Reps JM, Williams RD, Ryan PB, Rijnbeek PR. Development and validation of a patient-level model to predict dementia across a network of observational databases. BMC Med. 2024;22(1):308. Epub 20240729. doi: 10.1186/s12916-024-03530-9. PubMed PMID: 39075527; PubMed Central PMCID: PMC11288076.
708. Amadi D, Kiwuwa-Muyingo S, Bhattacharjee T, Taylor A, Kiragga A, Ochola M, Kanjala C, Gregory A, Tomlin K, Todd J, Greenfield J. Making Metadata Machine-Readable as the First Step to Providing Findable, Accessible, Interoperable, and Reusable Population Health Data: Framework Development and Implementation Study. Online J Public Health Inform. 2024;16:e56237. Epub 20240801. doi: 10.2196/56237. PubMed PMID: 39088253; PubMed Central PMCID: PMC11327634.
709. Fruchart M, Quindroit P, Jacquemont C, Beuscart JB, Calafiore M, Lamer A. Transforming Primary Care Data Into the Observational Medical Outcomes Partnership Common Data Model: Development and Usability Study. JMIR Med Inform. 2024;12:e49542. Epub 20240813. doi: 10.2196/49542. PubMed PMID: 39140273; PubMed Central PMCID: PMC11337138.
710. Ahmadi N, Zoch M, Guengoeze O, Facchinello C, Mondorf A, Stratmann K, Musleh K, Erasmus HP, Tchertov J, Gebler R, Schaaf J, Frischen LS, Nasirian A, Dai J, Henke E, Tremblay D, Srisuwananukorn A, Bornhäuser M, Röllig C, Eckardt JN, Middeke JM, Wolfien M, Sedlmayr M. How to customize common data models for rare diseases: an OMOP-based implementation and lessons learned. Orphanet J Rare Dis. 2024;19(1):298. Epub 20240814. doi: 10.1186/s13023-024-03312-9. PubMed PMID: 39143600; PubMed Central PMCID: PMC11325822.
711. Trinh NT, Houghtaling J, Bernal FL, Hayati S, Maglanoc LA, Lupattelli A, Halvorsen L, Nordeng HM. Harmonizing Norwegian registries onto OMOP common data model: Mapping challenges and opportunities for pregnancy and COVID-19 research. Int J Med Inform. 2024;191:105602. Epub 20240814. doi: 10.1016/j.ijmedinf.2024.105602. PubMed PMID: 39153282.
712. Barclay NL, Burn E, Delmestri A, Duarte-Salles T, Golozar A, Man WY, Tan EH, Tietzova I, Prieto-Alhambra D, Newby D. Trends in incidence, prevalence, and survival of breast cancer in the United Kingdom from 2000 to 2021. Sci Rep. 2024;14(1):19069. Epub 20240817. doi: 10.1038/s41598-024-69006-1. PubMed PMID: 39153995; PubMed Central PMCID: PMC11330450.
713. French MA, Hartman P, Hayes HA, Ling L, Magel J, Thackeray A. Coverage of physical therapy assessments in the Observational Medical Outcomes Partnership Model common data model. Appl Clin Inform. 2024. Epub 20240822. doi: 10.1055/a-2401-3688. PubMed PMID: 39174009.
714. Hahn W, Ahmadi N, Hoffmann K, Eckardt JN, Sedlmayr M, Wolfien M. Synthetic Data Generation in Hematology – Paving the Way for OMOP and FHIR Integration. Stud Health Technol Inform. 2024;316:1472-6. doi: 10.3233/shti240692. PubMed PMID: 39176482.
715. Thiel J, Nesterow I, Sedlmayr M, Weidner J, Henke E. Towards Efficient Resource Utilization Forecasting in Acute Heat Events Using OMOP. Stud Health Technol Inform. 2024;316:1555-9. doi: 10.3233/shti240715. PubMed PMID: 39176503.
716. Popoff B, Delange B, Kallout J, Cuggia M, Clavier T, Bouzille G. How to Accurately Detect Renal Replacement Therapy Weaning in Intensive Care: Data Quality and Standardization Considerations for the OMOP Common Data Model. Stud Health Technol Inform. 2024;316:1584-8. doi: 10.3233/shti240724. PubMed PMID: 39176511.
717. Delange B, Bouzille G, Popoff B, Pierre-Jean M, Maamar A, Cuggia M. Intensive Care Quality Indicators Dashboard Using Observational Medical Outcomes Partnership Common Data Model. Stud Health Technol Inform. 2024;316:1605-6. doi: 10.3233/shti240730. PubMed PMID: 39176517.
718. Reis JA, Almeida JR, Almeida TM, Oliveira JL. A Chatbot-Like Platform to Enhance the Discovery of OMOP CDM Databases. Stud Health Technol Inform. 2024;316:1689-93. doi: 10.3233/shti240748. PubMed PMID: 39176535.
719. Gyrard A, Gribbon P, Hussein R, Abedian S, Bonmati LM, Cabornero GL, Manias G, Danciu G, Dalmiani S, Autexier S, van Nuland R, Jendrossek M, Avramidis I, Alvarez EG. Synergies Among Health Data Projects with Cancer Use Cases Based on Health Standards. Stud Health Technol Inform. 2024;316:1292-6. doi: 10.3233/shti240649. PubMed PMID: 39176618.
720. Papapostolou G, Chytas A, Rekkas A, Bigaki M, Zeimpekis D, Dermentzoglou L, Tortopidis G, Natsiavas P. Real-World Data in Greece: Mapping the Papageorgiou General Hospital Data to the OMOP Common Data Model. Stud Health Technol Inform. 2024;316:1324-5. doi: 10.3233/shti240656. PubMed PMID: 39176625.
721. El Ghosh M, Kalokyri V, Sambres M, Vaterkowski M, Duclos C, Tannier X, Tsakou G, Tsiknakis M, Daniel C, Dhombres F. From Syntactic to Semantic Interoperability Using a Hyperontology in the Oncology Domain. Stud Health Technol Inform. 2024;316:1385-9. doi: 10.3233/shti240670. PubMed PMID: 39176639.
722. Chytas A, Bassileiades N, Natsiavas P. Mapping OMOP-CDM to RDF: Bringing Real-World-Data to the Semantic Web Realm. Stud Health Technol Inform. 2024;316:1406-10. doi: 10.3233/shti240674. PubMed PMID: 39176643.
723. Albarran R, Lamy JB. Enhancing Healthcare Informatics: Integrating Category Theory Reasoning into OMOP-CDM Ontology Model. Stud Health Technol Inform. 2024;316:1427-31. doi: 10.3233/shti240680. PubMed PMID: 39176649.
724. Bracons Cucó G, Gil Rojas J, Peñafiel Macias P, Borrat Frigola X, Lymperidou A, Martínez-González J, Labarga A, Frid S. OntoBridge Versus Traditional ETL: Enhancing Data Standardization into CDM Formats Using Ontologies Within the DATOS-CAT Project. Stud Health Technol Inform. 2024;316:1432-6. doi: 10.3233/shti240681. PubMed PMID: 39176650.
725. Jathissa P, Rohatsch L, Sauermann S, Hussein R. OMOP-on-FHIR: A FHIR Server Development to Facilitate Data Interaction with the OMOP-CDM and FHIR for PGHD. Stud Health Technol Inform. 2024;316:157-8. doi: 10.3233/shti240367. PubMed PMID: 39176696.
726. Lymperidou A, Martinez-Gonzalez J, Bracons Cucó G, Frid S, de Cid R, Labarga A. DATOS-CAT: OMOP-Common Data Model for the Standardization, Integration and Analysis of Population-Based Biomedical Data in Catalonia. Stud Health Technol Inform. 2024;316:200-1. doi: 10.3233/shti240378. PubMed PMID: 39176707.
727. Santos RL, Cruz-Correia R. Improving Healthcare Quality with a LHS: From Patient-Generated Health Data to Evidence-Based Recommendations. Stud Health Technol Inform. 2024;316:230-4. doi: 10.3233/shti240387. PubMed PMID: 39176716.
728. Krastev E, Krasteva R, Fazli M, Tcharaktchiev D. Dementia and Alzheimer’s Disease Prevalence in Bulgaria During 2018: Nationally Representative Study. Stud Health Technol Inform. 2024;316:262-6. doi: 10.3233/shti240394. PubMed PMID: 39176723.
729. Katsch F, Hussein R, Duftschmid G. Converting Entity-Attribute-Value Data Sources to OMOP’s CDM: Lessons Learned. Stud Health Technol Inform. 2024;316:356-7. doi: 10.3233/shti240419. PubMed PMID: 39176749.
730. Berman L, Ostchega Y, Giannini J, Anandan LP, Clark E, Spotnitz M, Sulieman L, Volynski M, Ramirez A. Application of a Data Quality Framework to Ductal Carcinoma In Situ Using Electronic Health Record Data From the All of Us Research Program. JCO Clin Cancer Inform. 2024;8:e2400052. doi: 10.1200/cci.24.00052. PubMed PMID: 39178364.
731. Hussein R, Balaur I, Burmann A, Ćwiek-Kupczyńska H, Gadiya Y, Ghosh S, Jayathissa P, Katsch F, Kremer A, Lähteenmäki J, Meng Z, Morasek K, R CR, Satagopam V, Sauermann S, Scheider S, Stamm T, Muehlendyck C, Gribbon P. Getting ready for the European Health Data Space (EHDS): IDERHA’s plan to align with the latest EHDS requirements for the secondary use of health data. Open Res Eur. 2024;4:160. Epub 20240730. doi: 10.12688/openreseurope.18179.1. PubMed PMID: 39185338; PubMed Central PMCID: PMC11342032.
732. Khera R, Aminorroaya A, Dhingra LS, Thangaraj PM, Pedroso Camargos A, Bu F, Ding X, Nishimura A, Anand TV, Arshad F, Blacketer C, Chai Y, Chattopadhyay S, Cook M, Dorr DA, Duarte-Salles T, DuVall SL, Falconer T, French TE, Hanchrow EE, Kaur G, Lau WCY, Li J, Li K, Liu Y, Lu Y, Man KKC, Matheny ME, Mathioudakis N, McLeggon JA, McLemore MF, Minty E, Morales DR, Nagy P, Ostropolets A, Pistillo A, Phan TP, Pratt N, Reyes C, Richter L, Ross JS, Ruan E, Seager SL, Simon KR, Viernes B, Yang J, Yin C, You SC, Zhou JJ, Ryan PB, Schuemie MJ, Krumholz HM, Hripcsak G, Suchard MA. Comparative Effectiveness of Second-Line Antihyperglycemic Agents for Cardiovascular Outcomes: A Multinational, Federated Analysis of LEGEND-T2DM. J Am Coll Cardiol. 2024;84(10):904-17. doi: 10.1016/j.jacc.2024.05.069. PubMed PMID: 39197980.
733. Choi S, Kim JK, Lee J, Choi SJ, Lee YK. Limitations of NHIC claim code-based surveillance and the necessity of UDI implementation in Korea. Sci Rep. 2024;14(1):21014. Epub 20240909. doi: 10.1038/s41598-024-72063-1. PubMed PMID: 39251861; PubMed Central PMCID: PMC11383859.
734. Cha JJ, Yum Y, Kim YH, Kim EJ, Rah YC, Park E, Im GJ, Song JJ, Chae SW, Choi J, Joo HJ. Association of the protective effect of telmisartan on hearing loss among patients with hypertension. Front Neurol. 2024;15:1410389. Epub 20240827. doi: 10.3389/fneur.2024.1410389. PubMed PMID: 39258156; PubMed Central PMCID: PMC11384575.
735. Sato A, Rodriguez-Molina D, Yoshikawa-Ryan K, Yamashita S, Okami S, Liu F, Farjat A, Oberprieler NG, Kovesdy CP, Kanasaki K, Vizcaya D. Early Clinical Experience of Finerenone in People with Chronic Kidney Disease and Type 2 Diabetes in Japan-A Multi-Cohort Study from the FOUNTAIN (FinerenOne mUltidatabase NeTwork for Evidence generAtIoN) Platform. J Clin Med. 2024;13(17). Epub 20240828. doi: 10.3390/jcm13175107. PubMed PMID: 39274317.
