Visit level machine learning imputation of uncoded self-harm in major mental illness and characterization of incidence of self-harm

Praveen Kumar 1,2; Anastasiya Nestsiarovich, M.D., Ph.D. 1; Stuart J. Nelson, M.D. 3; Berit Kerner, M.D. 4; Douglas J. Perkins, Ph.D. 1; Christophe G. Lambert, Ph.D. 1,2,5*

1 Center for Global Health, Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA; 2 Department of Computer Science, University of New Mexico, Albuquerque, New Mexico, USA; 3 Biomedical Informatics Center. George Washington University, Washington, DC, USA; 4 Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, California, USA; 5 Translational Informatics Division, Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA

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