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

Formative Evaluation of Digital Health Interventions (2916) Artificial Intelligence (1836) Decision Support for Health Professionals (1390) Diagnostic Tools in Mental Health (288) Machine Learning (1824) Computer-Aided Diagnosis (194) Depression and Mood Disorders; Suicide Prevention (1560) Development and Evaluation of Research Methods, Instruments and Tools (666) mHealth for Screening (270)

Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/56057, first published .
Comparative Efficacy of MultiModal AI Methods in Screening for Major Depressive Disorder: Machine Learning Model Development Predictive Pilot Study

Comparative Efficacy of MultiModal AI Methods in Screening for Major Depressive Disorder: Machine Learning Model Development Predictive Pilot Study

Comparative Efficacy of MultiModal AI Methods in Screening for Major Depressive Disorder: Machine Learning Model Development Predictive Pilot Study

Authors of this article:

Donghao Chen1 Author Orcid Image ;   Pengfei Wang2, 3 Author Orcid Image ;   Xiaolong Zhang2, 3 Author Orcid Image ;   Runqi Qiao1 Author Orcid Image ;   Nanxi Li2, 3 Author Orcid Image ;   Xiaodong Zhang2, 3 Author Orcid Image ;   Honggang Zhang1 Author Orcid Image ;   Gang Wang2, 3 Author Orcid Image
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