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This paper is in the following e-collection/theme issue:

Clinical Informatics (1511) Public (e)Health, Digital Epidemiology and Public Health Informatics (1160) mHealth for Data Collection and Research (1294) Electronic Health Records (1432) mHealth for Screening (313) Depression and Mood Disorders; Suicide Prevention (1805) Ontologies, Classifications, and Coding (359) Intentional Self-Harm (150)

Published on in Vol 28 (2026)

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Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/89071, first published .
Veteran woman in a clinic, digital network overlay, Iwo Jima memorial

Detecting Uncoded Self-Harm in Veterans’ Electronic Health Records Using Positive and Unlabeled Learning: Retrospective Cohort Study

Detecting Uncoded Self-Harm in Veterans’ Electronic Health Records Using Positive and Unlabeled Learning: Retrospective Cohort Study

Authors of this article:

Praveen Kumar1 Author Orcid Image ;   Alexandria D Viszolay1 Author Orcid Image ;   Rajesh Upadhayaya1 Author Orcid Image ;   Fariha Moomtaheen1 Author Orcid Image ;   Donald R Greer2 Author Orcid Image ;   Cristian G Bologa1, 3 Author Orcid Image ;   Kristan A Schneider1 Author Orcid Image ;   Sharon E Davis4, 5 Author Orcid Image ;   Michael E Matheny4, 5 Author Orcid Image ;   David van der Goes3, 6 Author Orcid Image ;   Gerardo Villarreal3, 7 Author Orcid Image ;   Yiliang Zhu1 Author Orcid Image ;   Mauricio Tohen7 Author Orcid Image ;   Scott A Malec1, 3 Author Orcid Image ;   Jeremy J Yang1, 3 Author Orcid Image ;   Elliot M Fielstein4, 8 Author Orcid Image ;   Christophe Gerard Lambert1, 3 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Praveen Kumar   1 , PhD ;   Alexandria D Viszolay   1 , BS ;   Rajesh Upadhayaya   1 , BS ;   Fariha Moomtaheen   1 , MS ;   Donald R Greer   2 , BBA ;   Cristian G Bologa   1, 3 , PhD ;   Kristan A Schneider   1 , PhD ;   Sharon E Davis   4, 5 , PhD ;   Michael E Matheny   4, 5 , MD, MS, MPH ;   David van der Goes   3, 6 , PhD ;   Gerardo Villarreal   3, 7 , MD ;   Yiliang Zhu   1 , PhD ;   Mauricio Tohen   7 , MBA, MD, DrPH ;   Scott A Malec   1, 3 , PhD ;   Jeremy J Yang   1, 3 , PhD ;   Elliot M Fielstein   4, 8 , PhD ;   Christophe Gerard Lambert   1, 3 , PhD

1 Department of Internal Medicine, School of Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, United States

2 Greer Black Company, Bozeman, MT, United States

3 Raymond G. Murphy VA Medical Center, Albuquerque, NM, United States

4 Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, United States

5 VA Tennessee Valley Healthcare System, Nashville, TN, United States

6 Department of Economics, University of New Mexico, Albuquerque, NM, United States

7 Department of Psychiatry and Behavioral Sciences, School of Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, United States

8 Office of Mental Health, United States Department of Veterans Affairs, Washington, DC, United States

Corresponding Author:

  • Christophe Gerard Lambert, PhD
  • Department of Internal Medicine
  • School of Medicine, University of New Mexico Health Sciences Center
  • 1 University of New Mexico, MSC10 5550
  • Albuquerque, NM 87131
  • United States
  • Phone: 1 505-272-9709
  • Email: cglambert@salud.unm.edu