AI Governance and Policy

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Years in this theme: All years 2026 2025

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Articles published in this theme: 46 (scroll down to load remaining articles)

2026

AI bridging gap between technology and healthcare, with people walking towards a hospital.

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When Markets Shape AI Mental Health Self-Management Tools: Consequences for Serious Mental Illness

Lucy Smith, Yousef Yousef, Piotr Wasilewski, Hajira Dambha-Miller

JMIR Ment Health 2026 (Aug 25); 13:e99143

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Dermatologist examines patient's mole with dermatoscope, computer displays skin image & data.

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Local Deployment of Open-Weight Language Models in Dermatology: Viewpoint on Privacy, Equity, and Practical Implementation

William J Nahm, Emily S Yin, Emily C Milam, Jason G Weed

JMIR Dermatol 2026 (Aug 21); 9:e94764

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Microscope objective lens over petri dish with glowing network visualization

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Methods of Evaluating Large Language Model–Based Health Care Applications Used by Nonprofessionals: Protocol for a Scoping Review

Maren Keuchel, Pinar Bisgin, Tom Strube, Niklas Tschorn, Leoni Weltermann, Sven Meister

JMIR Res Protoc 2026 (Aug 11); 15:e93509

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Diverse team in a meeting room discussing a digital dashboard on a tablet.

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From Static Outputs to Living Evidence: AI for Integrated Knowledge Translation in Canadian Health Research

Zack van Allen, Jayne Beselt, Jerry M Maniate, Samuel Hickcox, Joshua A Rash, Kumanan Wilson, Douglas Archibald, Arun Radhakrishnan

JMIR AI 2026 (Jul 31); 5:e99386

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Three professional women in a modern office discuss business strategy.

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Governing AI for Mental Health: Fragmented State Approaches and the Case for a Federal Framework

Abir Aldhalimi

JMIR Ment Health 2026 (Jul 28); 13:e96389

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Doctor interacts with digital interface showing heart, data charts, and medical icons.

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Mapping National Governance of AI for Health: Protocol for a Global Scoping Review

Minmin Wang, Richelle George, Yu Zhao, Rajeshwari Singh, Kanika Kalra, Shada AlSalamah, Sameer Pujari, Yinzi Jin, Minghui Ren, Alain Labrique

JMIR Res Protoc 2026 (Jul 23); 15:e88970

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Young Asian woman checking her fitness tracker watch during an outdoor workout.

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Anticipating the Impact of AI on Diet and Exercise Apps: Foresight Study Applying the Futures Wheel

Xavier Tadeo, Gyula Seres, Sapphire Lin, Yoann Sapanel, Han Shi Jocelyn Chew, Dean Ho

J Med Internet Res 2026 (Jul 16); 28:e96285

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Doctor with stethoscope and digital healthcare icons, representing medical technology

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Investigating the Potential Effects of Medical AI Systems on Physician Autonomy: Pretest of a Semistructured Qualitative Interview Guide

John Grosser, Jule Sauerbach, Rainer Borgstedt, Sebastian Rehberg, Juliane Düvel

JMIR Form Res 2026 (Jul 16); 10:e93035

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Man explaining AI drug safety data on a large screen to a woman in an office

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AI for Causality Assessment in Pharmacovigilance: Protocol for a Scoping Review

Miki Ohta, Miki Ota, Mikihiko Ohta

JMIR Res Protoc 2026 (Jul 16); 15:e101691

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Federated Learning + Blockchain for Healthcare: BCFL Core, AI, and data security.

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Integration of Federated Learning and Blockchain in Health Care: Tutorial on Medical Data, Architectures, Privacy, Security, and Regulatory Compliance

Yahya Shahsavari, Yaser Baseri, Abdelhakim Hafid, Oussama Abderrahmane Dambri, Dimitrios Makrakis

J Med Internet Res 2026 (Jun 15); 28:e80178

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Doctor using tablet with medical icons and heartbeat graphic

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From Data Stewardship to Model Stewardship: Extending Governance Frameworks for AI Era Health Data Use

Leon Rozenblit, Steven Labkoff, Charles Safran

J Med Internet Res 2026 (Jun 05); 28:e97859

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Tablet displaying "Language" with ABCs on screen, held by hands

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Differences in Safety Risks Across Languages in Health-Relevant Queries: Vulnerability Analysis of Large Language Model Responses

Saubhagya Joshi, Monjil A Mehta, Melissa Mendoza, Yonaira M Rivera, Vivek K Singh

JMIR Form Res 2026 (May 26); 10:e87465

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Doctors using futuristic holographic technology to analyze a patient's 3D body scan.

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Large Language Models in Clinical Trial Recruitment: Sociotechnical and Economic Framework Development Study

Qian Qian

JMIR AI 2026 (May 20); 5:e95899

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AI and brain data visualization with two people discussing

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Co-Lifecycle Governance for Learning Medical AI: A Hybrid Convergence Framework for Adaptive Regulatory Oversight

Jae Hyun Lee, Boram Choi, Kwunho Jeong, Sang Won Suh, Ju Han Kim, Dae-Soon Son

J Med Internet Res 2026 (May 19); 28:e90654

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Assorted pills and capsules spill from a container onto a blue plate with a fork and knife.

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Public Expectations for Food and Drug Administration Approval of AI-Based Clinical Decision Support Tools: Quantitative Study

Gloria Maria Carmona Clavijo, Paige Nong, Sean Tan, Jodyn Platt

JMIR AI 2026 (May 12); 5:e84315

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Diverse group of young adults collaborating around a table, discussing ideas with a network graphic overlay.

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Unlocking the Full Potential of Health Care Teams: How Artificial Intelligence Can Help

Manchi (Monica) Hsu, Benny Bikash Pokharel, Jacqueline Kueper, Michaela Kerrissey, Sian Hsiang-Te Tsuei

JMIR AI 2026 (May 11); 5:e77393

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Doctor consults patient via telehealth, showing X-rays on screen

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Governing Patient-Facing AI-Generated Video in Digital Health: A Risk-and-Ethics Matrix for Deployment, Monitoring, and Change Control

Yongzheng Hu, Wei Jiang

J Med Internet Res 2026 (May 08); 28:e91940

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Doctor holding a glowing sphere with medical icons, representing healthcare technology.

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From Pilot Trap to Institutional Capacity: A Governance Framework for Sustainable Clinical AI Implementation in Health Systems

Jin Tian, Zengren Zhao, Longmei Tang, Yongzhao Song, Yuchang Li, Nan Jiang

J Med Internet Res 2026 (May 07); 28:e92680

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Man looking stressed at laptop in coffee shop with iced coffee

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Applicable Scenarios, Desired Features, and Risks of AI Psychotherapists in Depression Treatment From the Patient’s Perspective: Exploratory Qualitative Study

Aihua Yan, Chunyi Xian, Yaxian Wang, Eileen Yuk Ha Tsang, Lei Huang, David (Jingjun) Xu

JMIR Form Res 2026 (May 01); 10:e85138

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Surgeon interacting with futuristic medical display showing brain scan and heart monitor.

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Exploring the Ethical and Practical Considerations of Artificial Intelligence in Real-World Health Care Settings: Stakeholder Focus Group Study

Carmen Wendy Ulizio, Devika Dua, Naya Meenkashi Mukul, Santosh Areti, Kristin Kostick-Quenet, Vasiliki Nataly Rahimzadeh

JMIR AI 2026 (Apr 02); 5:e85163

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