Viewpoints and Perspectives

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Years in this theme: All years 2026 2025 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2011 2010 2008 2007 2006 2005 2004 2003 2001 2000

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Articles published in this theme: 654 (scroll down to load remaining articles)

2026

Healthcare professionals in a meeting discuss AI equity and data justice with a presentation on patient subgroup safety analysis.

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Refined Exclusion in Medical AI: Data Justice and Patient Safety Governance

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

J Med Internet Res 2026 (Oct 01); 28:e102359

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Man removing a human face mask, wires connecting to his neck

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Do Androids Dream of Lived Experience? Navigating Risks, Uncertainty, and Best Practices Around Generative AI in Patient and Public Involvement and Engagement

William Lammons, Selina Wallis, Yuncong Liu, Lorraine Cezair-Phillip

J Med Internet Res 2026 (Sep 30); 28:e96621

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Doctor and patients discuss secure health data with glowing digital connection.

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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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Gavel on laptop keyboard with law books in background

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Governing AI for Pharmacovigilance in Low-Income Countries: Systems Perspective

Garang Majok Dut

J Med Internet Res 2026 (Sep 28); 28:e96374

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AI hologram interacts with diverse family, including person in wheelchair, in modern home with view of rural village.

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Development of an Equity-Centered Sociotechnical Architecture for Generative AI Integration in Public Health Promotion: Conceptual Framework

Zehui Xue, Kang Fu, Yu Zhang, Bing Wu, Jie Wu

J Med Internet Res 2026 (Sep 24); 28:e97852

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Diverse team reviewing a city map and tablet for emergency response planning.

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Accountable Action End Points for Evaluating Artificial Intelligence in Digital Public Health

Xiang Zhou, Hongyan Liu, Zhengdong Hua

J Med Internet Res 2026 (Sep 23); 28:e106243

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Diverse people in digital transformation, connecting to a modern hospital.

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When Innovation Leaves People Behind: Reframing Accountability in Commercial Digital Health

Hajira Dambha-Miller, Lucy Smith, Lysanne Veerle Michels

J Med Internet Res 2026 (Sep 17); 28:e100654

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Digital illustration: nurse learning from AI, mental health, legal scales, and group learning.

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Promise, Mimicry, and Surveillance: Responsibly Integrating Artificial Intelligence With Socratic Inquiry in Medical Education

José Daniel Sánchez

JMIR Med Educ 2026 (Sep 10); 12:e102958

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Laptop displaying a digital medical record form with fields for personal information.

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Ethics of Health Data Infrastructures: Toward Continuous Governance and Public Trust

Yusuke Inoue, Jennifer Viberg Johansson

J Med Internet Res 2026 (Sep 08); 28:e104402

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Infographic: GLP-1 therapy, habit windows, and digital support for behavior change.

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Digital Behavioral Infrastructure for Glucagon-Like Peptide-1 Pharmacotherapy: Viewpoint on Persistence, Tolerability, and Postcessation Durability

Geoff Cook

J Med Internet Res 2026 (Sep 08); 28:e104227

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Team discusses Representational Veracity, models, and targets on a screen.

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Representational Veracity in Data Science Health Research: Targets, Proxies, Labels, and Descriptors

J Med Internet Res 2026 (Sep 02); 28:e102537

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Scientist in protective gear examines sample under microscope with brain scan on monitor.

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The Continuity Trap in Data Science Health Research

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

J Med Internet Res 2026 (Aug 19); 28:e98699

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Laptop displaying "Customer Insights" on a wooden desk with tea and plants.

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Prioritizing Equity in Design and Implementation of Consumer-Facing Digital Resources to Support Engagement and Shared Decision-Making

Jenna Smith, Julie Ayre, Carissa Bonner, Danielle Muscat, Heather L Shepherd, Eva Hussain, Marguerite Tracy, Kristie R Weir, Kathleen McFadden, Kirsten J McCaffery, Jolyn Hersch, Husna Amani

J Med Internet Res 2026 (Aug 11); 28:e92842

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Young boy in glasses uses a tablet while sitting cross-legged on a couch in a bright room.

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Social Media as a Driver of Obesity in Children and Adolescents (Aged 6-18 Years): It Is Time for Regulatory Action

Yuwei Liu, Wenyun Li, Li Ming Wen, Gengsheng He

J Med Internet Res 2026 (Aug 10); 28:e95678

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Doctor in white coat using tablet in bright office

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Lessons From Building a Large, Public HIV-Related Database in Support of the Ending the HIV Epidemic in the US Initiative

Victor Wang, Nikita Rao, Sheree R Schwartz, Sten H Vermund, Lien Quach, Artur Queiroz, Sung-Jae Lee, Joyce L Jones, Debbie Humphries, Donna Spiegelman

JMIR Form Res 2026 (Jul 27); 10:e72088

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Virtual clinic with patient, support staff, and providers using digital health tools

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Shaping the Future of Men’s Health: How AI Could Be a Transformative Tool for Better Patient Outcomes and Provider Efficiency

Bryce Bisset, Vasanth Kainkaryam, Shawn Marhamati, Amin Moradi, Reza Amin, Justin Houman

J Med Internet Res 2026 (Jul 23); 28:e81314

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Doctor viewing digital healthcare dashboard with road signs for strategy, technology, and patient care.

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Digital Transformation in Health Care: Are We on the Right Track?

Guilherme Tortorella, Flavio Fogliatto, Roberto Vassolo, Alejandro Mac Cawley, Diego Tlapa

J Med Internet Res 2026 (Jul 21); 28:e90380

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Doctor wearing headset consults patient on laptop in clinic with X-ray

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Data-Driven Healthy China Pathway: Evolution, Framework, and Global Implications of National Digital Health Strategic Planning

Jialin Liu, Siru Liu

J Med Internet Res 2026 (Jul 20); 28:e89099

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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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Diverse team collaborating on business strategy with charts and laptop

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An Acceptance Criteria Framework for Determining the Implementation Fit of Custom Large Language Models in Public Health Interventions

Andy J King, Anthony Banks, Leandra H Hernández, Sabrina S Thompson, Leticia Stevens, Lindsey N Potter, Kimberly A Kaphingst, Paul A Estabrooks, Guilherme Del Fiol, David W Wetter, Chelsey R Schlechter

J Med Internet Res 2026 (Jul 16); 28:e92356

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