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

Infoveillance and Social Listening (334) Natural Language Processing (997) Depression and Mood Disorders; Suicide Prevention (1802) Mental Health Surveillance and Epidemiology (108) Applications of AI (389) Foundation Models and Their Applications in AI (68)

Published on in Vol 6 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/87138, first published .
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Early Depression Detection in Social Media: Monitoring of Individual Nighttime Dynamics and Large Language Model Analysis

Early Depression Detection in Social Media: Monitoring of Individual Nighttime Dynamics and Large Language Model Analysis

Authors of this article:

Bicheng Yu1 Author Orcid Image ;   Zhichang Zhang1 Author Orcid Image ;   Lulu Ma1 Author Orcid Image ;   Jiongfu Cai1 Author Orcid Image ;   Yuanyuan Zhang1 Author Orcid Image
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