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Applications of AI (1101) Clinical Informatics (2399) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (3376) Natural Language Processing (1340) Methods and New Tools in Mental Health Research (944) Formative Evaluation of Digital Health Interventions (5395) Development and Evaluation of Research Methods, Instruments and Tools (1438) Generative Language Models Including ChatGPT (1646)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/92470, first published .
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Optimizing Small Local Language Models for Culturally Competent Mental Health Counseling: Comparative Evaluation With GPT-4o by Psychiatrists

Optimizing Small Local Language Models for Culturally Competent Mental Health Counseling: Comparative Evaluation With GPT-4o by Psychiatrists

Authors of this article:

Jaewook Han1 Author Orcid Image ;   Beomgi So2 Author Orcid Image ;   Whanbo Jung2 Author Orcid Image ;   Minwoo Kim2 Author Orcid Image ;   Hoon Kim2 Author Orcid Image ;   Daun Shin3 Author Orcid Image
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Jaewook Han   1 , MD ;   Beomgi So   2 , BS ;   Whanbo Jung   2 , MD ;   Minwoo Kim   2 , BS ;   Hoon Kim   2 , BS ;   Daun Shin   3 , MD, PhD

1 Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea

2 Drpresso Inc, Seoul, Republic of Korea

3 Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

Corresponding Author:

  • Daun Shin, MD, PhD
  • Department of Psychiatry
  • Asan Medical Center
  • University of Ulsan College of Medicine
  • 88, Olympic-ro 43-gil, Songpa-gu
  • Seoul 05505
  • Republic of Korea
  • Phone: 82 2-3010-3410
  • Fax: 82 2-2045-4213
  • Email: rune1018@gmail.com