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

Digital Health Reviews (1698) Depression and Mood Disorders; Suicide Prevention (1663) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1901) Machine Learning (2040) Artificial Intelligence (2075)

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 (1) Tweetations Metrics

Conference Proceedings

  1. Ricoida D, Muklason A, Vinarti R, Tjahyanto A. 2025 International Seminar on Intelligent Technology and Its Applications (ISITIA). Predicting Depression via Text Analysis: A Design Science Research Approach View