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: 56 (scroll down to load remaining articles)

2026

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Rethinking Health Care Regulatory Sandboxes Under the European Union AI Act

María Flores Ceballos, Fernando Cagigas Villar, Alberto López Tejerina

JMIR AI 2026 (Oct 30); 5:e98653

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Doctor in video call with digital representation of a healthcare network

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Admission Mechanisms for Scalable Federated Health Data Collaboration: Design and Proof-of-Concept Study

Enzo Fenoglio, Marzena Nieroda, Graca Carvalho, Malgorzata Smietanka, Dimitrios Kalogeropoulos, Philip Treleaven

JMIR Med Inform 2026 (Oct 30); 14:e89685

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The New Gravity: How Generative AI Remapped Innovation and What Academia Must Do Next

Hossein Akbarialiabad, Ayman Grada, David Rhew, Sancy A Leachman, Alireza Haghighi

JMIR Med Educ 2026 (Oct 19); 12:e89741

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Variation in Medical Ethics Recommendations Across Large Language Models: Case-Based Audit Study

Yasuhito Mitsuyama, Ko Watanabe, Shannon Walston, Hirotaka Takita, Kenichi Saito, Shoya Ishimaru, Daiju Ueda

JMIR AI 2026 (Oct 19); 5:e102713

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Clinical Effectiveness of AI-Based Cardiac Arrest Prediction System for General Ward Patients (VITAL-MD): Protocol for a Multicenter Pragmatic Stepped Wedge Cluster Randomized Controlled Trial

Mincheol Kim, Kyung Hoon Kim, Minsoo Kim, Sun Jung Kwon, Myung Soo Park, Ah Jin Kim, Man-Jong Lee, Mi Hwa Park, Hyung Keun Cha, Minhyeok Lee, In Beom Jeong, Soon Joo Wang, Sung Bak An, Jeen Hwa Lee, Kyung-Jae Cho, Jinhui Jang, HyoJin Jeong, Yoon Young Lee, Woori Han, Jung Soo Kim, Dongjoon Yoo, VITAL-MD Study Group

JMIR Res Protoc 2026 (Oct 19); 15:e104230

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Cybersecurity of Large Language Models Across the Deployment Life Cycle in Health Systems

Chun Joo Goh, Haoran Liu, Nethum Devendra, Khoa Nguyen Cao

JMIR Med Inform 2026 (Oct 08); 14:e101715

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Dissolution of Continuity of Ethical Governance in Data Science Health Research: Diagnostic and Response Framework for Lifecycle Oversight

Clement Adebamowo, Sally N Adebamowo, Adeola Akintola, Peter Ikhane, Simisola Akintola, Temidayo Ogundiran, Ayodele Jegede, Olusegun Adeyemo, Shawneequa Callier, Muhammad K Imam-Tamim, Ibrahim Uthman, BridgELSI Project as part of DSI Africa Consortium

J Med Internet Res 2026 (Sep 29); 28:e99980

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Translating Real-World Safety and Implementation Gaps Into a Deployment-Derived AI Readiness Preimplementation Checklist for NHS Health Care Providers: Checklist Development Study

Adesina Adesuyi, Sid Singh, Vinod Patel, Ponnusamy Saravanan

JMIR AI 2026 (Sep 28); 5:e93900

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Attitudes Toward Large Language Models in Health Care and Preferences for Their Adoption and Oversight Among Health Care Professionals: Cross-Sectional Survey

Arya Rao, Chinemerem Nwokemodo-Ihejirika, John W R Kincaid, Marharyta Krylova, Kaiz P Esmail, Dan Nguyen, Christian Rivera, Erica Koranteng, Marc D Succi

J Med Internet Res 2026 (Sep 15); 28:e87818

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Doctors discuss patient health data on a tablet with an elderly man in a hospital room.

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Exploring Bias in Medical Applications of Large Language Models: Protocol for a Systematic Review

Shweta Rao, Carol Boutrous, Andrey Kormilitzin, Xin You Tai, Lewis Hotchkiss, Cen Cong, Edward Meinert, Huizhi Liang, Hang Dong, Judith R Harrison

JMIR Res Protoc 2026 (Sep 10); 15:e91348

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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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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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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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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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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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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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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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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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