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

Digital Health Reviews (1781) Artificial Intelligence (2252) Machine Learning (2173) Natural Language Processing (937) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (2210) Depression and Mood Disorders; Suicide Prevention (1735) Digital Biomarkers and Digital Phenotyping (304)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/82686, first published .
Text-Based Depression Estimation Using Machine Learning With Standard Labels: Systematic Review and Meta-Analysis

Text-Based Depression Estimation Using Machine Learning With Standard Labels: Systematic Review and Meta-Analysis

Text-Based Depression Estimation Using Machine Learning With Standard Labels: Systematic Review and Meta-Analysis

Authors of this article:

Shengming Zhang1 Author Orcid Image ;   Chaohai Zhang1 Author Orcid Image ;   Jiaxin Zhang1, 2 Author Orcid Image
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