Innovations in Mental Health Systems

Expert and Interdisciplinary Analysis of AI-Driven Chatbots for Mental Health Support: Mixed Methods Study

Kayley Moylan, Kevin Doherty

J Med Internet Res 2025 (Apr 25); 27:e67114

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Young Adult Perspectives on Artificial Intelligence–Based Medication Counseling in China: Discrete Choice Experiment

Jia Zhang, Jing Wang, JingBo Zhang, XiaoQian Xia, ZiYun Zhou, XiaoMing Zhou, YiBo Wu

J Med Internet Res 2025 (Apr 09); 27:e67744

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Exploring Engagement With and Effectiveness of Digital Mental Health Interventions in Young People of Different Ethnicities: Systematic Review

Rinad Bakhti, Harmani Daler, Hephzibah Ogunro, Steven Hope, Dougal Hargreaves, Dasha Nicholls

J Med Internet Res 2025 (Apr 07); 27:e68544

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Mental Health Professionals’ Technology Usage and Attitudes Toward Digital Health for Psychosis: Comparative Cross-Sectional Survey Study

Xiaolong Zhang, Natalie Berry, Daniela Di Basilio, Cara Richardson, Emily Eisner, Sandra Bucci

JMIR Ment Health 2025 (Mar 31); 12:e68362

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An Interpretable Model With Probabilistic Integrated Scoring for Mental Health Treatment Prediction: Design Study

Anthony Kelly, Esben Kjems Jensen, Eoin Martino Grua, Kim Mathiasen, Pepijn Van de Ven

JMIR Med Inform 2025 (Mar 26); 13:e64617

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Mobilizing Health Promotion Through Canada’s Student Mental Health Network: Concurrent, Mixed Methods Process Evaluation

Amy Ecclestone, Brooke Linden, Jessica Rose, Kiran Kullar

JMIR Form Res 2025 (Feb 27); 9:e58992

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Performance Assessment of Large Language Models in Medical Consultation: Comparative Study

Sujeong Seo, Kyuli Kim, Heyoung Yang

JMIR Med Inform 2025 (Feb 12); 13:e64318

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Physician Perspectives on the Potential Benefits and Risks of Applying Artificial Intelligence in Psychiatric Medicine: Qualitative Study

Austin M Stroud, Susan H Curtis, Isabel B Weir, Jeremiah J Stout, Barbara A Barry, William V Bobo, Arjun P Athreya, Richard R Sharp

JMIR Ment Health 2025 (Feb 10); 12:e64414

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Unraveling Online Mental Health Through the Lens of Early Maladaptive Schemas: AI-Enabled Content Analysis of Online Mental Health Communities

Beng Heng Ang, Sujatha Das Gollapalli, Mingzhe Du, See-Kiong Ng

J Med Internet Res 2025 (Feb 07); 27:e59524

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Patient-Accessible Electronic Health Records and Information Practices in Mental Health Care Contexts: Scoping Review

Timothy Kariotis, Megan Prictor, Kathleen Gray, Shanton Chang

J Med Internet Res 2025 (Feb 07); 27:e54973

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Testing the Feasibility, Acceptability, and Potential Efficacy of an Innovative Digital Mental Health Care Delivery Model Designed to Increase Access to Care: Open Trial of the Digital Clinic

Natalia Macrynikola, Kelly Chen, Erlend Lane, Nic Nguyen, Jennifer Pinto, Shirley Yen, John Torous

JMIR Ment Health 2025 (Jan 29); 12:e65222

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Role of Tailored Timing and Frequency Prompts on the Efficacy of an Internet-Delivered Stress Recovery Intervention for Health Care Workers: Randomized Controlled Trial

Auguste Nomeikaite, Odeta Gelezelyte, Maria Böttche, Gerhard Andersson, Evaldas Kazlauskas

JMIR Ment Health 2025 (Jan 28); 12:e62782

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Establishment and Maintenance of a Digital Therapeutic Alliance in People Living With Negative Symptoms of Schizophrenia: Two Exploratory Single-Arm Studies

Cassandra Snipes, Cornelia Dorner‑Ciossek, Brendan D Hare, Olya Besedina, Tim Campellone, Mariya Petrova, Shaheen E Lakhan, Abhishek Pratap

JMIR Ment Health 2025 (Jan 27); 12:e64959

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The Use of AI in Mental Health Services to Support Decision-Making: Scoping Review

Hassan Auf, Petra Svedberg, Jens Nygren, Monika Nair, Lina E Lundgren

J Med Internet Res 2025 (Jan 24); 27:e63548

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Digital Surveillance of Mental Health Care Services in Saudi Arabia: Cross-Sectional Study of National e-Referral System Data

Abdullah A Alharbi, Nawfal A Aljerian, Meshary S Binhotan, Hani A Alghamdi, Ali K Alsultan, Mohammed S Arafat, Abdulrahman Aldhabib, Yasser A Alaska, Eid B Alwahbi, Mohammed A Muaddi, Ahmad Y Alqassim, Ronnie D Horner

JMIR Public Health Surveill 2025 (Jan 24); 11:e64257

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Acceptance, Safety, and Effect Sizes in Online Dialectical Behavior Therapy for Borderline Personality Disorder: Interventional Pilot Study

Ruben Vonderlin, Tali Boritz, Carola Claus, Büsra Senyüz, Saskia Mahalingam, Rachel Tennenhouse, Stefanie Lis, Christian Schmahl, Jürgen Margraf, Tobias Teismann, Nikolaus Kleindienst, Shelley McMain, Martin Bohus

JMIR Form Res 2025 (Jan 14); 9:e66181

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Enhancing Access to Mental Health Services for Antepartum and Postpartum Women Through Telemental Health Services at Wellbeing Centers in Selected Health Facilities in Bangladesh: Implementation Research

Aniqa Tasnim Hossain, Md Hafizur Rahman, Ridwana Maher Manna, Ema Akter, SM Hasibul Islam, Md Alamgir Hossain, Tasnu Ara, Nasimul Ghani Usmani, Pradip Chandra, Maruf Ahmed Khan, SM Mustafizur Rahman, Helal Uddin Ahmed, Muhammad Kamruzzaman Mozumder, Jesmin Mahmuda Juthi, Fatema Shahrin, Sadia Afrose Shams, Fahmida Afroze, Mukta Jahan Banu, Shafiqul Ameen, Sabrina Jabeen, Anisuddin Ahmed, Mohammad Robed Amin, Shams El Arifeen, Mohammad Sohel Shomik, Ahmed Ehsanur Rahman

JMIR Pediatr Parent 2025 (Jan 03); 8:e65912

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Factors Affecting Usability and Acceptability of an Online Platform Used by Caregivers in Child and Adolescent Mental Health Services: Mixed Methods Study

Jessica Radley, Jessica Penhallow, Alice Wickersham, Anna Morris, Craig Colling, Johnny Downs

JMIR Pediatr Parent 2024 (Dec 26); 7:e60042

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Characteristics and Outcomes of mHealth Interventions in Psychosis: Systematic Mapping Review

Pei Yi Loh, Laura Martinengo, Creighton Heaukulani, Xin Yang Tan, Moses Hng, Yong Yin Cheah, Robert J T Morris, Lorainne Tudor Car, Jimmy Lee

J Med Internet Res 2024 (Dec 23); 26:e55924

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Early Attrition Prediction for Web-Based Interpretation Bias Modification to Reduce Anxious Thinking: A Machine Learning Study

Sonia Baee, Jeremy W Eberle, Anna N Baglione, Tyler Spears, Elijah Lewis, Hongning Wang, Daniel H Funk, Bethany Teachman, Laura E Barnes

JMIR Ment Health 2024 (Dec 20); 11:e51567

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