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Methods and New Tools in Mental Health Research (900) Natural Language Processing (1266) Depression and Mood Disorders; Suicide Prevention (2448) Generative Language Models Including ChatGPT (1497)

Published on in Vol 13 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/99185, first published .
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Interpretable Topic Modeling of Spontaneous Speech in Depression Using Large Language Models: Multilingual Four-Cohort Study

Interpretable Topic Modeling of Spontaneous Speech in Depression Using Large Language Models: Multilingual Four-Cohort Study

Authors of this article:

Gustave Cortal1 Author Orcid Image ;   Sélim Benjamin Guessoum1, 2 Author Orcid Image ;   Xuan-Nga Cao1 Author Orcid Image ;   Santiago de Leon-Martinez3, 4 Author Orcid Image ;   Enrique Baca-García5, 6, 7, 8, 9, 10, 11 Author Orcid Image ;   Rachid Riad1 Author Orcid Image
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