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

Digital Health Reviews (1742) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (2145) Artificial Intelligence (2162) Chatbots and Conversational Agents (748) Generative Language Models Including ChatGPT (725)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/69284, first published .
The Applications of Large Language Models in Mental Health: Scoping Review

The Applications of Large Language Models in Mental Health: Scoping Review

The Applications of Large Language Models in Mental Health: Scoping Review

Authors of this article:

Yu Jin1 Author Orcid Image ;   Jiayi Liu1 Author Orcid Image ;   Pan Li1 Author Orcid Image ;   Baosen Wang1 Author Orcid Image ;   Yangxinyu Yan2 Author Orcid Image ;   Huilin Zhang3 Author Orcid Image ;   Chenhao Ni3 Author Orcid Image ;   Jing Wang4 Author Orcid Image ;   Yi Li5 Author Orcid Image ;   Yajun Bu5 Author Orcid Image ;   Yuanyuan Wang2 Author Orcid Image
Article Authors Cited by (9) Tweetations Metrics

Journals

  1. Porkaew P, Zhu T, Li A, Chuenphitthayavut K. The effectiveness of a sentence completion test for depression screening using large language models. Acta Psychologica 2025;259:105425 View
  2. Rousmaniere T, Goldberg S, Torous J. Large language models as mental health providers. The Lancet Psychiatry 2026;13(1):7 View
  3. Kumar M, Khan L, Choi A. RAMHA: A Hybrid Social Text-Based Transformer with Adapter for Mental Health Emotion Classification. Mathematics 2025;13(18):2918 View
  4. Dwyer B, Flathers M, Sano A, Dempsey A, Cipriani A, Gazi A, Hill B, Gorban C, Rodriguez C, Stromeyer C, King D, Rozenblit E, Strudwick G, Linardon J, Cheong J, Firth J, Herpertz J, Schwarz J, Truong K, Emerson M, Paulus M, Patriquin M, Hua Y, Choudhary S, Siddals S, Pinillos L, Bantjes J, Scheuller S, Xu X, Duckworth K, Gillison D, Wood M, Torous J. Mindbench.ai: an actionable platform to evaluate the profile and performance of large language models in a mental healthcare context. NPP—Digital Psychiatry and Neuroscience 2025;3(1) View
  5. Son D, Kim G, Oh H, Sundar S. A framework for Gaming Disorder Detection based on social media data using Large Language Model labeling. Engineering Applications of Artificial Intelligence 2026;165:113447 View
  6. Elshaer I, Azazz A. The Impacts of Large Language Model Addiction on University Students’ Mental Health: Gender as a Moderator. Algorithms 2025;18(12):789 View
  7. Schwartz Tayri T, Cohen-Inger N, Seadia O, Gal A, Vilenchik D. A case-specific psychological first aid AI recommendations app for rescue and first responders. European Journal of Psychotraumatology 2025;16(1) View

Conference Proceedings

  1. Steenstra I, Bickmore T. Proceedings of the 25th ACM International Conference on Intelligent Virtual Agents. A Risk Ontology for Evaluating AI-Powered Psychotherapy Virtual Agents View
  2. K R, Rananavare L. 2025 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER). A Comprehensive Survey on Depression Detection Through Social Media Using Machine Learning and NLP Techniques View