Theme Issue 2023 - 2024 : Responsible Design, Integration, and Use of Generative AI in Mental Health

Articles published in this theme: 16 (scroll down to load remaining articles)

2025

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Exploring Biases of Large Language Models in the Field of Mental Health: Comparative Questionnaire Study of the Effect of Gender and Sexual Orientation in Anorexia Nervosa and Bulimia Nervosa Case Vignettes

Rebekka Schnepper, Noa Roemmel, Rainer Schaefert, Lena Lambrecht-Walzinger, Gunther Meinlschmidt

JMIR Ment Health 2025 (Mar 20); 12:e57986

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Exploring the Ethical Challenges of Conversational AI in Mental Health Care: Scoping Review

Mehrdad Rahsepar Meadi, Tomas Sillekens, Suzanne Metselaar, Anton van Balkom, Justin Bernstein, Neeltje Batelaan

JMIR Ment Health 2025 (Feb 21); 12:e60432

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The Efficacy of Conversational AI in Rectifying the Theory-of-Mind and Autonomy Biases: Comparative Analysis

Marcin Rządeczka, Anna Sterna, Julia Stolińska, Paulina Kaczyńska, Marcin Moskalewicz

JMIR Ment Health 2025 (Feb 07); 12:e64396

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Responsible Design, Integration, and Use of Generative AI in Mental Health

Oren Asman, John Torous, Amir Tal

JMIR Ment Health 2025 (Jan 20); 12:e70439

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2024

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An Ethical Perspective on the Democratization of Mental Health With Generative AI

Zohar Elyoseph, Tamar Gur, Yuval Haber, Tomer Simon, Tal Angert, Yuval Navon, Amir Tal, Oren Asman

JMIR Ment Health 2024 (Oct 17); 11:e58011

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Regulating AI in Mental Health: Ethics of Care Perspective

Tamar Tavory

JMIR Ment Health 2024 (Sep 19); 11:e58493

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Large Language Models Versus Expert Clinicians in Crisis Prediction Among Telemental Health Patients: Comparative Study

Christine Lee, Matthew Mohebbi, Erin O'Callaghan, Mirène Winsberg

JMIR Ment Health 2024 (Aug 02); 11:e58129

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Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: Benchmark Study

Prottay Kumar Adhikary, Aseem Srivastava, Shivani Kumar, Salam Michael Singh, Puneet Manuja, Jini K Gopinath, Vijay Krishnan, Swati Kedia Gupta, Koushik Sinha Deb, Tanmoy Chakraborty

JMIR Ment Health 2024 (Jul 23); 11:e57306

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The Role of Humanization and Robustness of Large Language Models in Conversational Artificial Intelligence for Individuals With Depression: A Critical Analysis

Andrea Ferrario, Jana Sedlakova, Manuel Trachsel

JMIR Ment Health 2024 (Jul 02); 11:e56569

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The Machine Speaks: Conversational AI and the Importance of Effort to Relationships of Meaning

Anna Hartford, Dan J Stein

JMIR Ment Health 2024 (Jun 18); 11:e53203

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Considering the Role of Human Empathy in AI-Driven Therapy

Matan Rubin, Hadar Arnon, Jonathan D Huppert, Anat Perry

JMIR Ment Health 2024 (Jun 11); 11:e56529

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The Artificial Third: A Broad View of the Effects of Introducing Generative Artificial Intelligence on Psychotherapy

Yuval Haber, Inbar Levkovich, Dorit Hadar-Shoval, Zohar Elyoseph

JMIR Ment Health 2024 (May 23); 11:e54781

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Assessing the Alignment of Large Language Models With Human Values for Mental Health Integration: Cross-Sectional Study Using Schwartz’s Theory of Basic Values

Dorit Hadar-Shoval, Kfir Asraf, Yonathan Mizrachi, Yuval Haber, Zohar Elyoseph

JMIR Ment Health 2024 (Apr 09); 11:e55988

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Comparing the Perspectives of Generative AI, Mental Health Experts, and the General Public on Schizophrenia Recovery: Case Vignette Study

Zohar Elyoseph, Inbar Levkovich

JMIR Ment Health 2024 (Mar 18); 11:e53043

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Capacity of Generative AI to Interpret Human Emotions From Visual and Textual Data: Pilot Evaluation Study

Zohar Elyoseph, Elad Refoua, Kfir Asraf, Maya Lvovsky, Yoav Shimoni, Dorit Hadar-Shoval

JMIR Ment Health 2024 (Feb 06); 11:e54369

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2023

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Suicide Risk Assessments Through the Eyes of ChatGPT-3.5 Versus ChatGPT-4: Vignette Study

Inbar Levkovich, Zohar Elyoseph

JMIR Ment Health 2023 (Sep 20); 10:e51232

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