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Governing AI in Mental Health: 50-State Legislative Review

J Nicholas Shumate, Eden Rozenblit, Matthew Flathers, Carlos A Larrauri, Christine Hau, Winna Xia, E Nicholas Torous, John Torous

JMIR Ment Health 2025;12:e80739

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Wearable Artificial Intelligence for Epilepsy: Scoping Review

Sarah Aziz, Amal A M Ali, Hania Aslam, Noor ul Ain, Amna Tariq, Zain Sohail, Sofia Murtaza, Hafiza Iqra Mahmood, Muhammad Irfan Wazeer, Fozia Murtaza, Alaa Abd-alrazaq, Mohammed Alsahli, Rafat Damseh, Rawan AlSaad, Tariq Shahzad, Arfan Ahmed, Javaid Sheikh

J Med Internet Res 2025;27:e73593

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Digital Health Technology Compliance With Clinical Safety Standards In the National Health Service in England: National Cross-Sectional Study

Youssof Oskrochi, Elliott Roy-Highley, Keith Grimes, Sam Shah

J Med Internet Res 2025;27:e80076

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Implementation, Experiences, Impact, and Costs of Artificial Intelligence in Chest Diagnostics: Protocol for a Mixed Methods Evaluation

Angus I G Ramsay, Chris Sherlaw-Johnson, Kevin Herbert, Stuti Bagri, Malina Bodea, Nadia Crellin, Holly Elphinstone, Amanda Halliday, Nina Hemmings, Rachel Lawrence, Cyril Lobont, Pei Li Ng, Joanne Lloyd, Efthalia Massou, Raj Mehta, Stephen Morris, Jenny Shand, Holly Walton, Naomi J Fulop

JMIR Res Protoc 2025;14:e81421

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Beyond Lectures: Reimagining Psychiatric Didactics for the Age of AI

Laurent Elkrief, Alexandre Hudon, Giovanni Briganti, Paul Lespérance

JMIR Med Educ 2025;11:e78110

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Predetermined Change Control Plans: Guiding Principles for Advancing Safe, Effective, and High-Quality AI-ML Technologies

Eduardo Carvalho, Miguel Mascarenhas, Francisca Pinheiro, Ricardo Correia, Sandra Balseiro, Guilherme Barbosa, Ana Guerra, Dulce Oliveira, Rita Moura, André Martins dos Santos, Nilza Ramião

JMIR AI 2025;4:e76854

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Leveraging Artificial Intelligence for Clinical Study Matching: Key Threads for Interweaving Data Science and Implementation Science

Andrew James Goodwin, Sara Ann Armstrong, David Ptak, Kenneth Catchpole, Jihad S Obeid, Paul M Heider

JMIR Form Res 2025;9:e71831

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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;13:e66907

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ETHICS of AI Adoption and Deployment in Health Care: Progress, Challenges, and Next Steps

Obinna O Oleribe, Andrew W Taylor-Robinson, Christian C Chimezie, Simon D Taylor-Robinson

JMIR AI 2025;4:e67626

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Detecting Laterality Errors in Combined Radiographic Studies by Enhancing the Traditional Approach With GPT-4o: Algorithm Development and Multisite Internal Validation

Kung-Hsun Weng, Yi-Chen Chou, Yu-Ting Kuo, Tsyh-Jyi Hsieh, Chung-Feng Liu

JMIR Form Res 2025;9:e76384

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