Clinical Mental Health Informatics

AI-Generated Images of Substance Use and Recovery: Mixed Methods Case Study

Kathryn Heley, Jeffrey K Hom, Linnea Laestadius

JMIR AI 2026 (Feb 19); 5:e81977

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Integrating a Brief Behavioral Intervention Into Case Management for Mothers With Perinatal Substance Use Disorder: Nonrandomized Pilot Feasibility Study

Amritha Bhat, Mary C Curran, Mary Jane Lohr, Haley Smith, Brittany Blanchard, Susan A Stoner, Therese Grant, Nancy Grote

JMIR Form Res 2025 (Dec 30); 9:e75132

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A Paradigm Shift in Progress: Generative AI’s Evolving Role in Mental Health Care

John Torous, Andrea Cipriani

JMIR Ment Health 2025 (Dec 17); 12:e82369

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Generative AI Mental Health Chatbots as Therapeutic Tools: Systematic Review and Meta-Analysis of Their Role in Reducing Mental Health Issues

Qiyang Zhang, Renwen Zhang, Yiying Xiong, Yuan Sui, Chang Tong, Fu-Hung Lin

J Med Internet Res 2025 (Dec 16); 27:e78238

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Depression and Anxiety Outcomes in a Technology-Enabled Psychotherapy Practice: Retrospective Cohort Study

Nicholas R Forand, Jasmine Nettiksimmons, Margaret Anton, Raven Truxson, Karl Vanderwood, Brandn Green

JMIR Form Res 2025 (Dec 02); 9:e76264

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Accelerating Digital Mental Health: The Society of Digital Psychiatry’s Three-Pronged Road Map for Education, Digital Navigators, and AI

John Torous, Kathryn Taylor Ledley, Carla Gorban, Gillian Strudwick, Julian Schwarz, Soumya Choudhary, Margaret Emerson, Michelle Patriquin, Allison Dempsey, Jason Bantjes, Laura Ospina-Pinillos, Jennie Hornick, Shruti Kochhar

JMIR Ment Health 2025 (Nov 27); 12:e84501

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Initial Development of a Multidimensional Computerized Adaptive Test for Intensive Longitudinal Assessment of Suicide Risk: Development and Usability Study

Kenneth McClure, Brooke A Ammerman, Cheng Liu, Miguel Blacutt, Connor O'Brien, Ross Jacobucci

JMIR Form Res 2025 (Nov 26); 9:e76544

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Influence of Topic Familiarity and Prompt Specificity on Citation Fabrication in Mental Health Research Using Large Language Models: Experimental Study

Jake Linardon, Hannah K Jarman, Zoe McClure, Cleo Anderson, Claudia Liu, Mariel Messer

JMIR Ment Health 2025 (Nov 12); 12:e80371

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Personalization Strategies for Increasing Engagement With Digital Mental Health Resources: Sequential Multiple Assignment Randomized Trial

Julien Rouvere, Isabell R Griffith Fillipo, Meghan Romanelli, Ashish Sharma, Brittany A Mosser, Theresa Nguyen, Kevin Rushton, John Marion, Tim Althoff, Michael D Pullmann

JMIR Ment Health 2025 (Nov 04); 12:e73188

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Group Cognitive Behavioral Therapy With Virtual Reality Exposure Versus In-Vivo Exposure for Social Anxiety Disorder and Agoraphobia: Underpowered Results From the SoREAL Pragmatic Randomized Clinical Trial

Benjamin Arnfred, Fatime Zeka, Carsten Hjorthøj, Clas Winding Christensen, Kirsten Stengaard Moeller, Mette Øllgaard Pedersen, Nicole Rosenberg, Lars Clemmensen, Louise Birkedal Glenthøj, Merete Nordentoft

JMIR Ment Health 2025 (Nov 03); 12:e73815

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Multimodal Multitask Learning for Predicting Depression Severity and Suicide Risk Using Pretrained Audio and Text Embeddings: Methodology Development and Application

Ya-Han Hu, Ruei-Yan Wu, Min-Yi Su, I-Li Lin, Cheng-Che Shen

JMIR Med Inform 2025 (Oct 30); 13:e66907

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Digital Mental Health Coaching in Clinically Diverse Populations: Controlled Engagement and Outcomes Study

Alison Pickover, Sarah Adler

JMIR Form Res 2025 (Oct 27); 9:e71346

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AI Applications in Depression Detection and Diagnosis: Bibliometric and Visual Analysis of Trends and Future Directions

Wenbo Ren, Xiali Xue, Lu Liu, Jiahuan Huang

JMIR Ment Health 2025 (Oct 22); 12:e79293

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Behavioral Nudges to Enhance Fidelity in Telehealth Sessions (BENEFITS): Protocol for Developing and Pilot Testing a Telehealth Tool to Improve Cognitive Behavioral Therapy Implementation

Emily M Becker-Haimes, David S Mandell, Patty B Kuo, Kevin G Lynch, Megan Brady, Sophia Young, Torrey A Creed

JMIR Res Protoc 2025 (Sep 18); 14:e76035

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Cross-Site Predictions of Readmission After Psychiatric Hospitalization With Mood or Psychotic Disorders: Retrospective Study

Boyu Ren, WonJin Yoon, Spencer Thomas, Guergana Savova, Timothy Miller, Mei-Hua Hall

JMIR Ment Health 2025 (Sep 12); 12:e71630

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Directory of Public Datasets for Youth Mental Health to Enhance Research Through Data, Accessibility, and Artificial Intelligence: Scoping Review

Hua Min, Xia Jing, Cui Tao, Joel E Williams, Sarah F Griffin, Christianne Esposito-Smythers, Bruce Chorpita

JMIR Ment Health 2025 (Sep 08); 12:e73852

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Changes in Documentation After Implementing Open Notes in Mental Health Care: Pre-Post Mixed Methods Study

Eva Meier-Diedrich, Charlotte Blease, Martin Heinze, Jonas Wördemann, Julian Schwarz

J Med Internet Res 2025 (Sep 03); 27:e72667

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Understanding Engagement With Digital Mental Health Technology in Mental Health Services: Multicenter Observational Study

Luke J Borgnolo, Sarah McKenna, Ian B Hickie, Mathew Varidel, Ashlee Turner, Carla Gorban, Haley M LaMonica, Min K Chong, William Capon, Gina Dimitropoulos, Robert Battisti, Bradley Whitwell, Blake Hamilton, Elizabeth M Scott, Frank Iorfino

J Med Internet Res 2025 (Aug 26); 27:e67597

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Human-Centered Design and Digital Transformation of Mental Health Services

William Fleming, Adam Coutts, Diane Pochard, Daksha Trivedi, Kristy Sanderson

JMIR Hum Factors 2025 (Aug 11); 12:e66040

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Evaluating the Construct Validity and Sensitivity to Change of the Klenico Depression Domain in Psychotherapeutic Inpatient Care: Instrument Validation Study

Stefan Reutimann, Jasmin Steiner, Noah Hübscher, Ulrich Voderholzer, Adrian Meule, Mareike Augsburger

JMIR Form Res 2025 (Jul 24); 9:e50504

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