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J. Torous · SciRah

Researcher profile · Semantic Scholar

J. Torous

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J. Torous — researcher profile on SciRah

h-index: 84
Works: 747
Citations: 34K

Most-cited papers

A scoping review of large language models for generative tasks in mental health care
Yining Hua, Hongbin Na, Zehan Li, Feng-Lin Liu +3 more
2025npj Digital Medicine157 citations Open access
Semantic Scholar
Beyond artificial intelligence psychosis: a functional typology of large language model-associated psychotic phenomena.
M. Flathers, S. Roux, J. Torous
2026The Lancet Digital Health28 citations Open access
Semantic Scholar
Generative Artificial Intelligence in Primary Care: Qualitative Study of UK General Practitioners’ Views
C. Blease, Carolina García Sánchez, C. Locher, B. Mcmillan +2 more
2025Journal of Medical Internet Research25 citations Open access
Semantic Scholar
Do generative AI chatbots increase psychosis risk?
M. Keshavan, J. Torous, W. Yassin
2026World Psychiatry24 citations Open access
Semantic Scholar
Optimizing large language models for detecting symptoms of depression/anxiety in chronic diseases patient communications
Jiyeong Kim, Stephen P. Ma, Michael L. Chen, Isaac R. Galatzer-Levy +7 more
2025npj Digital Medicine19 citations Open access
Semantic Scholar
Overview of the PsyDefDetect Shared Task at BioNLP 2026: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations
Hongbin Na, Zi-Mu Wang, Zhaoming Chen, Yining Hua +7 more
2026BioNLP@ACL18 citations Open access
Semantic Scholar
Integrating Artificial Intelligence and Smartphone Technology to Enhance Personalized Assessment and Treatment for Eating Disorders
Jake Linardon, J. Torous
2025International Journal of Eating Disorders15 citations Open access
Semantic Scholar
Evaluating the performance of general purpose large language models in identifying human facial emotions
Benjamin W. Nelson, Ari Winbush, Steve Siddals, M. Flathers +2 more
2025npj Digital Medicine10 citations Open access
Semantic Scholar
Transforming artificial intelligence into artificial wisdom
Dilip V. Jeste, Martin P. Paulus, G. Alexopoulos, M. Barnard +6 more
2026Nature Mental Health8 citations
Semantic Scholar
A scoping review on the mental health harms of LLM-based chatbots
Alexander Diel, J. Torous, P. Cuijpers, J. Kleesiek +7 more
2026npj Digital Medicine7 citations Open access
Semantic Scholar
Policy in Flux: Addressing the Regulatory Challenges of AI Integration in US Mental Health Services
Kelila Kahane, J. Shumate, J. Torous
2025Current Treatment Options in Psychiatry7 citations
Semantic Scholar
Comprehensive Model for Mental health Access and service use (CoMMA): A process model for technology-enhanced mental healthcare
N. D. De Witte, P. Best, J. Torous, M. Mulvenna +5 more
2026Internet Interventions6 citations Open access
Semantic Scholar
LINC: a framework for maintaining high-quality passive data in digital phenotyping studies
E. Calvert, Erlend Lane, M. Flathers, J. Torous
2026Scientific Reports5 citations Open access
Semantic Scholar
An AI-based mental health guardrail and dataset for identifying psychiatric crises in text-based conversations
Benjamin W. Nelson, Celeste Wong, Matthew T. Silvestrini, Soo-Bin Shin +5 more
2026npj Digital Medicine5 citations Open access
Semantic Scholar
The Current State/ Trends in Digital Phenotyping for Mental Health Research and Care.
Kelly Chen, J. Torous, Jiaee Cheong
2025Psychiatric Clinics of North America5 citations
Semantic Scholar
Towards clinical subtypes in schizophrenia: integrating cognitive, functional, and digital phenotyping assessments
A. J. Byun, Erlend Lane, Carsten Langholm, M. Flathers +2 more
2025Molecular Psychiatry5 citations Open access
Semantic Scholar
Barriers to understanding how many people use AI for mental health support: an estimate and narrative review
R. Bodner, Ka-Tong Lim, Steve Siddals, Simon B. Goldberg +1 more
2026npj Digital Public Health4 citations Open access
Semantic Scholar
Digital Mental Health Research Priorities, Revisited for the AI and Large Language Model Era
M. Birk, Shruti Kochhar, Keris Myrick, Stephen M. Schueller +1 more
2026JMIR Mental Health4 citations Open access
Semantic Scholar
Correction: Mindbench.ai: an actionable platform to evaluate the profile and performance of large language models in a mental healthcare context
Bridget Dwyer, M. Flathers, Akane Sano, Allison Dempsey +29 more
2026NPP—Digital Psychiatry and Neuroscience4 citations Open access
Semantic Scholar
Specialized or General-Purpose-The Wrong Question for Mental Health AI Safety.
Benjamin W. Nelson, M. Kalinich, J. Torous
2026Journal of the American Medical Association (JAMA)4 citations
Semantic Scholar
Is digital alliance associated with engagement & outcomes in guided digital interventions? An analysis of data from two studies.
Natalia Macrynikola, Sarah Chang, J. Torous
2025Journal of Affective Disorders4 citations
Semantic Scholar
Data analysis strategies for the Accelerating Medicines Partnership® Schizophrenia Program
N. Penzel, Pablo Polosecki, J. Addington, C. Arango +58 more
2025Schizophrenia4 citations Open access
Semantic Scholar
Physical Activity for Youth Mental Health in the "Online Era": Risks, Opportunities, and Implementation Priorities.
Joseph Firth, Jake Linardon, C. Sawyer, C. French +7 more
2026Journal of Physical Activity and Health3 citations
Semantic Scholar
A scoping review of the characteristics, responsibilities, implementations and evaluations of digital navigators in healthcare
H. Shin, Jessica Kemp, Iman Kassam, Charlotte Pape +6 more
2026npj Digital Medicine3 citations Open access
Semantic Scholar
Reclaiming informed consent to train mental health AI with patient data
Carlos A. Larrauri, Nicole Martinez-Martin, J. Torous
2026npj Digital Medicine3 citations Open access
Semantic Scholar
Evaluating the effect of mental health fine-tuning relative to other model characteristics on LLM safety performance
M. Kalinich, J. Luccarelli, J. S. Maria, G. Williams +2 more
2026medRxiv2 citations Open access
Semantic Scholar
From Prescription to Practice: Uncovering Missing Ingredients for User Engagement in Prescription Digital Therapeutics
J. Herpertz, Julia Schönbeck, Nils Opel, A. Stern +2 more
2026Current Treatment Options in Psychiatry2 citations Open access
Semantic Scholar
Towards a new psychiatric ontology in the era of artificial intelligence.
S. Mouchabac, Sandy Bergonzo, Hugo Bottemanne, X. Briffault +4 more
2026L'Encephale2 citations
Semantic Scholar
The Remote Exercise And Lifestyle (REAL) intervention for first-episode psychosis: feasibility and preliminary effects of online group fitness training.
Chloe French, C. Sawyer, Hannah Fabian, Lamiece Hassan +6 more
2026Schizophrenia Research2 citations Open access
Semantic Scholar
SAFEGUARD: Transforming Military Suicide Prevention Through Predictive Analytics and Targeted Interventions
T. Nassif, A. B. Adler, R. Atkinson, Kate H. Bentley +18 more
2026Current Psychiatry Reports2 citations Open access
Semantic Scholar
Analyzing Trends in Suicidal Thoughts Among Patients With Psychosis in India: Exploratory Secondary Analysis of Smartphone Ecological Momentary Assessment Data
A. Bondre, Aashish Ranjan, R. Shrivastava, Deepak Tugnawat +11 more
2025JMIR Formative Research2 citations Open access
Semantic Scholar
FDA, CMS, and Digital Therapeutics in Psychiatry: Recommendations in a Novel Frontier.
J. Torous, Iliyan Ivanov, S. Guinjoan, A. Hwong +2 more
2026American Journal of Psychiatry1 citations
Semantic Scholar
Understanding the Rapid Rise of General Purpose AI Chatbots as a Source of Mental Health Support: Insights Informed by Diffusion of Innovations Theory
Samantha L. Connolly, J. Torous
2026Journal of Technology in Behavioral Science1 citations Open access
Semantic Scholar
Clinician's Corner: Chatbots for Psychotherapy.
David Gratzer, J. Torous, A. Lustig, Emma Gratzer
2026Canadian journal of psychiatry. Revue canadienne de psychiatrie1 citations Open access
Semantic Scholar
Use of Large-Language Models for Therapy: Promise and Perils.
Robert A Kleinman, J. Torous, M. Danilewitz
2026Annals of Internal Medicine1 citations
Semantic Scholar
Computational phenotyping and predictive modeling of outcomes using multimodal objective measures in psychiatry.
S. Haas, Rachel Jespersen, J. Colonel, Adam Davidson +44 more
2026Biological Psychiatry: Cognitive Neuroscience and Neuroimaging1 citations Open access
Semantic Scholar
Acceptability of artificial intelligence in psychiatry: A script-based and network analysis study among French psychiatrists.
S. Mouchabac, Vincent P. Martin, Y. Constantinidès, P. Geoffroy +4 more
2026L'Encephale1 citations Open access
Semantic Scholar
Mental Health AI Chatbots as Pharmakon: A Tripartite Theory of Use despite Risk.
A. Weiss, Matcheri Keshvan, J. Torous
2026Psychotherapy and Psychosomatics1 citations
Semantic Scholar
A framework for clinical validation of generative artificial intelligence therapeutics
Isaac R. Galatzer-Levy, Nenad Tomašev, Carolyn I. Rodriguez, J. Torous
2026World Psychiatry1 citations
Semantic Scholar
Engagement with the national electronic health records by people with Parkinson's disease
Marijus Giraitis, I. Schwaninger, Ivana Paccoud, Messaline Fomo +6 more
2026Frontiers in Aging Neuroscience1 citations Open access
Semantic Scholar
Psychiatry, Social Media, Artificial Intelligence: A Call for Engagement.
Kelila Kahane, J. Torous
2026Journal of Psychiatric Practice1 citations
Semantic Scholar
Barriers and facilitators to using an app-based tool for suicide safety planning in a psychiatric emergency department: A qualitative descriptive study using the Theoretical Domains Framework and COM-B model
H. Shin, Keri Durocher, Iman Kassam, Sridevi Kundurthi +3 more
2026PLoS ONE1 citations Open access
Semantic Scholar
Conversational trajectory degrades large language model detection of suicidal ideation relative to clinicians: a preregistered study
M. Kalinich, J. Luccarelli, J. S. Maria, M. Flathers +11 more
2026medRxiv1 citations Open access
Semantic Scholar
Fluency Without Fidelity: Errors in Citation-Attributed Claims in Large Language Model-Generated Literature Reviews in Mental Health
Jake Linardon, Mariel Messer, Cleo Anderson, O. M. Soliman +3 more
2026Journal of Technology in Behavioral Science1 citations Open access
Semantic Scholar
Integrating Data Visualizations Into Digital Mental Health Care for Adults With Anxiety and Depression: Participatory Design and Case Study
Ka-Tong Lim, R. Bodner, K. Ledley, Shi-Wei Wang +2 more
2026Journal of Participatory Medicine1 citations Open access
Semantic Scholar
Benchmarking Language Models for Clinical Safety: A Primer for Mental Health Professionals
M. Flathers, Phuong Anh Nguyen, J. Herpertz, Mason Granof +4 more
2026medRxiv1 citations Open access
Semantic Scholar
Banbury Forum Consensus Statement on the Path Forward for Digital Mental Health Treatment.
David C. Mohr, F. Azocar, A. Bertagnolli, Tanzeem Choudhury +11 more
2025Focus1 citations Open access
Semantic Scholar
Telemedicine Special Registrations for Controlled Substances.
Jacob T. Kannarkat, J. Torous, Joseph T. Kannarkat
2025JAMA Health Forum1 citations Open access
Semantic Scholar
A Novel Blended Hybrid Care Model for Maternal Mental Health: Cohort Study of Pregnant and Postpartum Patients
E. Calvert, K. Chen, K. Moon, M. Emerson +3 more
2026medRxiv0 citations Open access
Semantic Scholar
The GALENOS Upper-Level Mental Health Ontology: Enabling evidence synthesis by representing the domain of mental health and associated interventions
Micaela Santilli, Paulina M. Schenk, Björn Gehrke, Robert West +11 more
2026Wellcome Open Research0 citations Open access
Semantic Scholar

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