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

Digital Health Reviews (1479) Depression and Mood Disorders; Suicide Prevention (1498) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1766) Machine Learning (1684) Artificial Intelligence (1664)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/59002, first published .
Text-Based Depression Prediction on Social Media Using Machine Learning: Systematic Review and Meta-Analysis

Text-Based Depression Prediction on Social Media Using Machine Learning: Systematic Review and Meta-Analysis

Text-Based Depression Prediction on Social Media Using Machine Learning: Systematic Review and Meta-Analysis

Authors of this article:

Doreen Phiri1 Author Orcid Image ;   Frank Makowa2 Author Orcid Image ;   Vivi Leona Amelia1 Author Orcid Image ;   Yohane Vincent Abero Phiri3 Author Orcid Image ;   Lindelwa Portia Dlamini1 Author Orcid Image ;   Min-Huey Chung1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Doreen Phiri   1 , MSN ;   Frank Makowa   2 , MSCS ;   Vivi Leona Amelia   1 , PhD ;   Yohane Vincent Abero Phiri   3 , PhD ;   Lindelwa Portia Dlamini   1 , PhD ;   Min-Huey Chung   1 , PhD

1 School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan

2 Department of Information and Communication Technology, University of North Carolina Project, Lilongwe, Malawi

3 Department of Epidemiology and Environmental Health, University at Buffalo, New York, NY, United States

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