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Applications of AI (863) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (3081) Natural Language Processing (1228) Methods and New Tools in Mental Health Research (874) Artificial Intelligence (4543)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/71219, first published .
Infographic showing AI's impact on personality traits, trauma, early life, and drugs.

AI as the Interpreter for Identifying Root Causes and Emotional Themes in Mental Health Narratives on Reddit Using AutoML and PaLM 2: Mixed Methods Study

AI as the Interpreter for Identifying Root Causes and Emotional Themes in Mental Health Narratives on Reddit Using AutoML and PaLM 2: Mixed Methods Study

Authors of this article:

Saima R1 Author Orcid Image ;   Khandakar Ahmed1 Author Orcid Image ;   Manjula O’Connor2 Author Orcid Image
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Saima R   1 , MSc, MRes ;   Khandakar Ahmed   1 , BSc, MSc, PhD ;   Manjula O’Connor   2 , MBBS, MMED, DPM

1 Institute for Sustainable Industries and Liveable Cities (ISILC), Victoria University, Melbourne, Victoria, Australia

2 Department of Psychiatry, University of Melbourne, Melbourne, Australia

Corresponding Author:

  • Saima R, MSc, MRes
  • Institute for Sustainable Industries and Liveable Cities (ISILC)
  • Victoria University
  • 70–104 Ballarat Road, Footscray
  • Melbourne, Victoria 3011
  • Australia
  • Phone: 61 (03) 9919 6100
  • Email: syma.r@vu.edu.au