Clinical Mental Health Informatics

Collection and Analysis of Repeated Speech Samples: Methodological Framework and Example Protocol

Nicholas Cummins, Lauren Louise White, Zahia Rahman, Catriona Lucas, Tian Pan, Ewan Carr, Faith Matcham, Johnny Downs, Richard Dobson, Thomas F Quatieri, Judith Dineley

JMIR Res Protoc 2025 (Jul 22); 14:e69431

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Development of a Cocreated Decision Aid for Patients With Depression—Combining Data-Driven Prediction With Patients’ and Clinicians’ Needs and Perspectives: Mixed Methods Study

Kaying Kan, Frederike Jörg, Klaas J Wardenaar, Frank J Blaauw, Maarten F Brilman, Ellen Visser, Dennis Raven, Dwayne Meijnckens, Erik Buskens, Danielle C Cath, Bennard Doornbos, Robert A Schoevers, Talitha L Feenstra

J Particip Med 2025 (Jul 21); 17:e67170

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New Performance Measurement Framework for Realizing Patient-Centered Clinical Decision Support: Qualitative Development Study

Prashila Dullabh, Courtney Zott, Nicole Gauthreaux, James Swiger, Edwin Lomotan, Dean F Sittig

J Med Internet Res 2025 (Apr 30); 27:e68674

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Social Media Activities With Different Content Characteristics and Adolescent Mental Health: Cross-Sectional Survey Study

Chia-chen Yang, Paul Hunhoff, Yen Lee, Jonah Abrell

J Med Internet Res 2025 (Apr 28); 27:e73098

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Application of a Sociotechnical Framework to Uncover Factors That Influence Effective User Engagement With Digital Mental Health Tools in Clinical Care Contexts: Scoping Review

Brian Lo, Keri Durocher, Rebecca Charow, Sarah Kimball, Quynh Pham, Sanjeev Sockalingam, David Wiljer, Gillian Strudwick

J Med Internet Res 2025 (Apr 28); 27:e67820

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Daily Automated Prediction of Delirium Risk in Hospitalized Patients: Model Development and Validation

Kendrick Matthew Shaw, Yu-Ping Shao, Manohar Ghanta, Valdery Moura Junior, Eyal Y Kimchi, Timothy T Houle, Oluwaseun Akeju, Michael Brandon Westover

JMIR Med Inform 2025 (Apr 18); 13:e60442

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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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Interpretable Machine Learning Model for Predicting Postpartum Depression: Retrospective Study

Ren Zhang, Yi Liu, Zhiwei Zhang, Rui Luo, Bin Lv

JMIR Med Inform 2025 (Jan 20); 13:e58649

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The Association Between Posting WeChat Moments and the Risk of Depressive Symptoms Among Middle-Aged and Older Chinese Adults: Prospective National Cohort Study

Wei Wang, Hui Wang, Xinru Hu, Qian Yu, Fangyi Chen, Xirui Qiu, Xiaoxiao Wang

JMIR Public Health Surveill 2025 (Jan 13); 11:e62730

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The Virtual Client Experience Survey for Mental Health and Addictions: Revalidation of a Survey to Measure Client and Family Experiences of Virtual Care

Allison Crawford, Anne Kirvan, Marcos Sanches, Amanda Gambin, Denise Canso, Eva Serhal

J Med Internet Res 2025 (Jan 03); 27:e49844

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User Experiences of and Preferences for Self-Guided Digital Interventions for the Treatment of Mild to Moderate Eating Disorders: Systematic Review and Metasynthesis

Lauryn Gar-Mun Cheung, Pamela Carien Thomas, Eva Brvar, Sarah Rowe

JMIR Ment Health 2025 (Jan 03); 12:e57795

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The Impact of Parental Support on Adherence to Therapist-Assisted Internet-Delivered Acceptance and Commitment Therapy in Primary Care for Adolescents With Anxiety: Naturalistic 12-Month Follow-Up Study

Anna Larsson, Sandra Weineland, Linnea Nissling, Josefine L Lilja

JMIR Pediatr Parent 2025 (Jan 03); 8:e59489

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Implementing Findable, Accessible, Interoperable, Reusable (FAIR) Principles in Child and Adolescent Mental Health Research: Mixed Methods Approach

Rowdy de Groot, Frank van der Graaff, Daniël van der Doelen, Michiel Luijten, Ronald De Meyer, Hekmat Alrouh, Hedy van Oers, Jacintha Tieskens, Josjan Zijlmans, Meike Bartels, Arne Popma, Nicolette de Keizer, Ronald Cornet, Tinca J C Polderman

JMIR Ment Health 2024 (Dec 19); 11:e59113

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Screening for Depression and Anxiety Using a Nonverbal Working Memory Task in a Sample of Older Brazilians: Observational Study of Preliminary Artificial Intelligence Model Transferability

Alexandra Livia Georgescu, Nicholas Cummins, Emilia Molimpakis, Eduardo Giacomazzi, Joana Rodrigues Marczyk, Stefano Goria

JMIR Form Res 2024 (Dec 12); 8:e55856

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Building Mutually Beneficial Collaborations Between Digital Navigators, Mental Health Professionals, and Clients: Naturalistic Observational Case Study

Carla Gorban, Sarah McKenna, Min K Chong, William Capon, Robert Battisti, Alison Crowley, Bradley Whitwell, Antonia Ottavio, Elizabeth M Scott, Ian B Hickie, Frank Iorfino

JMIR Ment Health 2024 (Nov 06); 11:e58068

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Screening for Depression Using Natural Language Processing: Literature Review

Bazen Gashaw Teferra, Alice Rueda, Hilary Pang, Richard Valenzano, Reza Samavi, Sridhar Krishnan, Venkat Bhat

Interact J Med Res 2024 (Nov 04); 13:e55067

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Automated Real-Time Tool for Promoting Crisis Resource Use for Suicide Risk (ResourceBot): Development and Usability Study

Daniel DL Coppersmith, Kate H Bentley, Evan M Kleiman, Adam C Jaroszewski, Merryn Daniel, Matthew K Nock

JMIR Ment Health 2024 (Oct 31); 11:e58409

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Evaluating the Implementation and Clinical Effectiveness of an Innovative Digital First Care Model for Behavioral Health Using the RE-AIM Framework: Quantitative Evaluation

Samuel S Nordberg, Brittany A Jaso-Yim, Pratha Sah, Keke Schuler, Mara Eyllon, Mariesa Pennine, Georgia H Hoyler, J Ben Barnes, Lily Hong Murillo, Heather O'Dea, Laura Orth, Elizabeth Rogers, George Welch, Gabrielle Peloquin, Soo Jeong Youn

J Med Internet Res 2024 (Oct 30); 26:e54528

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Digital Phenotypes of Mobile Keyboard Backspace Rates and Their Associations With Symptoms of Mood Disorder: Algorithm Development and Validation

Qimin Liu, Emma Ning, Mindy K Ross, Andrea Cladek, Sarah Kabir, Amruta Barve, Ellyn Kennelly, Faraz Hussain, Jennifer Duffecy, Scott A Langenecker, Theresa M Nguyen, Theja Tulabandhula, John Zulueta, Alexander P Demos, Alex Leow, Olusola Ajilore

J Med Internet Res 2024 (Oct 29); 26:e51269

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Aligning Large Language Models for Enhancing Psychiatric Interviews Through Symptom Delineation and Summarization: Pilot Study

Jae-hee So, Joonhwan Chang, Eunji Kim, Junho Na, JiYeon Choi, Jy-yong Sohn, Byung-Hoon Kim, Sang Hui Chu

JMIR Form Res 2024 (Oct 24); 8:e58418

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