Using machine learning with intensive longitudinal data to predict depression and suicidal ideation among Kenyan healthcare workers

2026 Preprint Open access

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Authors: Dorcas Gicuku Mwigereri, Denis Omondi Owiti, Eileen M Weinheimer-Haus, Jessica A Baker, Kaiyuan Wang
DOI: 10.17605/osf.io/g985m
Cited by: 0

Abstract

This study leverages Intensive Longitudinal Data from a cohort of Kenyan healthcare workers to develop ML models for predicting depressive symptoms and suicidal thoughts over time.

Fields of Study & Subjects

Artificial Intelligence in Healthcare Mental Health Research Topics Mental Health via Writing

Publication details

Publication date
1 January 2026
Language
EN
Document type
Preprint