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J. Torous

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Review Open access Sep 2026

Generative AI Adoption in Psychotherapy Practice Among Mental Health Professionals: Multicountry Cross-Sectional Survey.

BACKGROUND Generative AI (GenAI) tools, such as OpenAI's ChatGPT, Google's Gemini, and Microsoft Copilot, are being adopted across health care settings. Despite the popularity of GenAI, empirical data on the extent of adoption by mental health clinicians in routine psychotherapy practice are scarce. OBJECTIVE This st...

C. Blease, J. Hagström, J. Gaab et al. · 0 citations
Sep 2026

Acceptability of artificial intelligence in psychiatry: A script-based and network analysis study among French psychiatrists.

BACKGROUND Artificial intelligence (AI) is increasingly integrated into psychiatric practice, raising not only technical but also epistemological and ethical questions. Beyond performance, the acceptability of AI remains a critical condition for its implementation, particularly in a field deeply rooted in subjectivity...

S. Mouchabac, Vincent P. Martin, Y. Constantinidès et al. · 1 citation
Open access Sep 2026

Depictions of Depression in Generative AI Video Models: Mixed Methods Study of OpenAI’s Sora 2

Abstract Background Generative AI video models are increasingly capable of producing complex depictions of mental health experiences, yet little is known about how these systems represent conditions such as depression. Because AI-generated content may reach people during vulnerable periods, understanding what visual na...

M. Flathers, Griffin Smith, J. Herpertz et al. · 0 citations
Review Open access Aug 2026

Computational phenotyping and predictive modeling of outcomes using multimodal objective measures in psychiatry.

Clinical decision-making in psychiatry has traditionally relied on rating scales and clinical impressions documented in the electronic health record (EHR). Yet, clinical interviews contain rich behavioral signals that remain underutilized in psychiatric care. Recent advances in artificial intelligence (AI) now enable q...

S. Haas, Rachel Jespersen, J. Colonel et al. · 1 citation
Review Open access Aug 2026

A scoping review on the mental health harms of LLM-based chatbots

This structured, integrative overview shows that theoretical and empirical work identify various hypothetical and observed harms associated with the use of LLM chatbots in mental health.

Alexander Diel, J. Torous, P. Cuijpers et al. · 3 citations
Review Open access Aug 2026

Responsible and innovative AI for mental health care: five priority themes

Five priorities define a translational agenda for 2026 and beyond: AI in mental health will succeed not through model performance alone, but through disciplined integration into clinical workflows, measurement systems, and governance structures that ensure safety, equity, and real-world effectiveness.

Martin P. Paulus, J. Torous, R. Perlis et al. · 0 citations

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