Responsible Health AI

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Years in this theme: All years 2026 2025

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Articles published in 2026 in this theme: 98 (scroll down to load remaining articles)

2026

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Safety-Filter Fallback on Consumer Health Questions During the Initial Claude Fable 5 Deployment: Observational Study

Yosef Adiniaev, Mahmud Omar, Yiftach Barash, Olga R Brook, Alon Gorenshtein, Eyal Klang

JMIR AI 2026 (Oct 07); 5:e104856

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Nurse with tablet surrounded by AI healthcare icons and data streams

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The Double-Edged Sword Effect of AI Application Among Clinical Nurses Based on the Job Demands-Resources Model: Qualitative Study

Xiaoyan Zhang, Jiaxin Fang, Sihan Chen, Jiayin Luo

JMIR Nursing 2026 (Oct 02); 9:e100916

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Doctor interacting with futuristic medical interface, showcasing digital health technology.

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Intersectionality in AI and Machine Learning for Health Care: Protocol for a Scoping Review

Duy A Dinh, Julia St Louis, Erin Ziegler, Patricia Gongal, Katie L Bain, Ani Orchanian-Cheff, Sandra Holdsworth, Shilpa Raju, Divya Sharma, Mamatha Bhat, Kathleen A. Sheehan, Suze Berkhout

JMIR Res Protoc 2026 (Sep 30); 15:e103601

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Laptop screen displaying medical data: human skeleton, brain scan, and heart.

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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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Doctor in white coat using a computer mouse and keyboard in a medical office.

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SAFE_DTx: Safety-First Framework for AI-Driven Personalization in Digital Therapeutics

Dohyoung Rim

JMIR Med Inform 2026 (Sep 25); 14:e78202

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Doctor's office computer displaying patient scheduling software with patient list and appointments.

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Implicit Bias in Large Language Model Diagnosis of Eating Disorders: Experimental Vignette Study

Deija McCalla, Bochen Li, Saul Jaeger, Justin Jacques, Leo Gonzalez Jr, Charles Silber, Cass Dykeman

JMIR AI 2026 (Sep 23); 5:e93498

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Doctor's gloved hand interacts with futuristic medical displays showing vital signs, brain scans, and anatomical models.

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The Perceived Influence of AI on the Craftsmanship of Physicians: Qualitative Interview and Focus Group Study

Maran Lamberts, Wilco Brinkman, Harry van Goor, Michiel Tebbes, Merlijn Smits

JMIR AI 2026 (Sep 23); 5:e93854

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Doctor in white coat looking at computer screen in modern office with medical imaging.

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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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Laptop screen shows a mind map of mental wellness concepts like anxiety, depression, and resilience.

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Frameworks, Methodologies, and Tools for Evaluating Large Language Models in Digital Mental Health Interventions: Protocol for a Scoping Review

Antonio Salinas-Layana, Álvaro Jiménez-Molina, Daniela Lira, Félix Alberto Véliz-Montoya, Alexi Venegas, Nicolás Muñoz, Mario Chandía, Rigoberto Rojas, Vania Martínez

JMIR Res Protoc 2026 (Sep 14); 15:e91677

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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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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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Tablet displaying "Evaluation" with icons for data analysis and business strategy.

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A Simplified Metric to Streamline Between-Group Fairness Assessment for Predictive Models: Algorithm Development and Evaluation Study

Haoyuan Wang, Chuan Hong, Michael Pencina, Matthew Engelhard

JMIR AI 2026 (Aug 24); 5:e85822

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Doctor in white coat using tablet in medical setting

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Digital Health Competence and Attitudes Toward AI Among Health Care Professionals: Convergent Mixed Methods Study

Segundo Jimenez-Garcia, Manuela Domingo-Pozo, Jose Garcia-Rodriguez, David Tomás, David Ortiz-Perez, Kristina Mikkonen, Erika Jarva, M Flores Vizcaya-Moreno

J Med Internet Res 2026 (Aug 24); 28:e96170

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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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Nurse in blue scrubs typing on a laptop next to X-rays.

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Multilayered Epistemic Disruption in AI-Driven Health Misinformation: Conceptual Framework and Viewpoint

Muzaffer Malkoç

JMIR Infodemiology 2026 (Aug 20); 6:e96664

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Diverse group of people wearing face masks, standing together

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A Systematic Evaluation of Cohort Selection Criteria and Their Impact on Machine Learning Model Performance and Demographic Disparities in COVID-19 Outcomes: Cohort Study

Atefehsadat Haghighathoseini, Janusz Wojtusiak, Hua Min, Nirup M Menon

JMIR Form Res 2026 (Aug 20); 10:e88406

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Teenager looking at a smartphone, looking worried.

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Exploring Applications of AI in the Crisis Line Sector: Protocol for a Scoping Review

Allison Crawford, Mackenzie Earle, Gisell Castillo, Nadia Nandlall, Mackenzie Hilton

JMIR Res Protoc 2026 (Aug 13); 15:e95087

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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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Nurse using voice-to-text on laptop for Project NARRATE medical transcription.

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Nurse-Led Ambient AI Scribe for Patient Safety Incident Investigation Reports (Project NARRATE): Retrospective Pre-Post Comparative Document-Quality Study

Kai Yunn Teo, Liwen Huang, Kelly Chai Yuen Woh, Shin Yuh Ang, Jade Gaik Nai Ng

JMIR Nursing 2026 (Aug 10); 9:e100775

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Laptop screen displaying AI brain graphic with code, person typing