Leveraging Machine Learning to Predict Mental Health Referral Follow-up Among US Military Personnel

20260 citationsJournal Article

Authors

Juan Diego Vera · Leidos (United States)

Sarah M. Jurick · Naval Health Research Center

Amber L. Dougherty · Leidos (United States)

Andrew J. MacGregor · Naval Health Research Center

Abstract

ML models demonstrated strong potential for identifying at-risk individuals, supporting targeted interventions to improve mental health care follow-up. Future research will emphasize validation and explore mechanisms influencing noncompliance.

Topics & Keywords

Digital Mental Health Interventions Mental Health via Writing Posttraumatic Stress Disorder Research

Publication Details

Published in: Medical Care

DOI: 10.1097/mlr.0000000000002321

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Leveraging Machine Learning to Predict Mental Health Referral Follow-up Among US Military Personnel

Authors

Abstract

Topics & Keywords

Publication Details