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

Foundation Models and Their Applications in AI (52) New Methods (1152) Generative Language Models Including ChatGPT (755) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (2197) Computer-Aided Diagnosis (268) Diagnostic Tools in Mental Health (331)

Published on in Vol 4 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/67369, first published .
Algorithmic Classification of Psychiatric Disorder–Related Spontaneous Communication Using Large Language Model Embeddings: Algorithm Development and Validation

Algorithmic Classification of Psychiatric Disorder–Related Spontaneous Communication Using Large Language Model Embeddings: Algorithm Development and Validation

Algorithmic Classification of Psychiatric Disorder–Related Spontaneous Communication Using Large Language Model Embeddings: Algorithm Development and Validation

Authors of this article:

Ryan Allen Shewcraft1 Author Orcid Image ;   John Schwarz1 Author Orcid Image ;   Mariann Micsinai Balan1 Author Orcid Image
Article Authors Cited by (1) Tweetations Metrics

Journals

  1. Voultsiou E, Moussiades L. A Systematic Review of Large Language Models in Mental Health: Opportunities, Challenges, and Future Directions. Electronics 2026;15(3):524 View