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

Digital Health Reviews (1742) Depression and Mood Disorders; Suicide Prevention (1703) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1926) Machine Learning (2095) Artificial Intelligence (2162)

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 (3) Tweetations Metrics

Journals

  1. Amit Phadikar , Himadri Mandal . Depression Detection by Facial Emotion Recognition Using Deep Neural Network. International Journal of Latest Technology in Engineering Management & Applied Science 2025;14(10):364 View
  2. Ma C, Xiao F, Zhang J, Zuo X, Ma Y, Jiao D. Predicting psychological risk among college students using the Freshman Entrance Psychological Survey: A machine learning model based on LASSO-logistic regression. Journal of Affective Disorders 2025:120903 View

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