Viewpoints and Perspectives

Articles published in this theme: 614 (scroll down to load remaining articles)

2026

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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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The Digital Exposome: A Life Course Framework for Health in the Digital Age

Pascal Petit, Nicolas Vuillerme

J Med Internet Res 2026 (May 08); 28:e90153

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The Actionable Innovation Day Approach: Participatory Model for Advancing Critical Care Innovation

Brett N Hryciw, Cecilia Tran, Rashi Ramchandani, Cameron Love, Christine Caron, Aimee Sarti, Annelise Miller, Suzanne Madore, Michael Chasse, Andy Pan, Simon Didcote, Scott Millington, Heather Galley, Kwadwo Kyeremanteng, Andrew Seely

J Med Internet Res 2026 (May 08); 28:e73614

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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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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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AI in Clinical Decision Support Systems: Promising Applications and Strategies for Managing Data Challenges

Jennifer E Daly, Dursun Delen, Zheng Han, River Smith, Jacqueline Honerlaw, Kelly Cho, Bridget Bennett, Jennifer Sippel

J Med Internet Res 2026 (May 04); 28:e71532

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Rheumatic Digital Twin: Proposed Machine Learning–Based Multimodal Framework to Inform Clinical Decision-Making

Daniyal Selani, Rachel Knevel, Marcel Reinders, Erik B van den Akker

J Med Internet Res 2026 (May 04); 28:e86763

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Backcasting the Trust Gap: A Strategic Road Map for Clinician Adoption of AI Diagnostics by 2040

Yunguo Yu

J Med Internet Res 2026 (Apr 30); 28:e94234

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Nontraditional Data in Pandemic Preparedness and Response: Identifying and Addressing First- and Last-Mile Challenges

Mattia Mazzoli, Irma Varela-Lasheras, Sónia Namorado, Constantino Pereira Caetano, Andreia Leite, Lisa Hermans, Niel Hens, Polen Türkmen, Kyriaki Kalimeri, Leo Ferres, Ciro Cattuto, Daniela Paolotti, Stefaan Verhulst

J Med Internet Res 2026 (Apr 29); 28:e85540

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Open-Source Large Language Models and AI Health Equity: A Health Service Triangle Model Perspective

Shaolong Wu, Wenxin Zou, Jiong Tu, Chunxiao Wang, Cheng Jin, Jing Liao, Kwok Cho Tang, Ning Liu, Chun Hao

J Med Internet Res 2026 (Apr 29); 28:e86769

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Clinical AI is Not (Yet) Trustworthy-But It Could Be

Ali Saad, Sofia B Dias, Ghada Alhussein, David Lyreskog, Ioannis Gerasimou, Beatriz Alves, Μaarten de Vos, Ioannis Drivas, John Zaras, Andreas Stergioulas, Iskanter Bensenousi, Leontios Hadjileontiadis, Christos Chatzichristos, Stelios Hadjidimitriou

J Med Internet Res 2026 (Apr 29); 28:e85433

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Rethinking Trust in Synthetic Health Data: Lessons From 7 European Research Initiatives

Jens Declerck, Dipak Kalra, Antti Airola, Ahmed Youssef Ali Amer, Christos Chatzichristos, Maria del Mar Mañu Pereira, Bruno M. de Brito Robalo, Francesco Ghini, Alberto Gutierrez-Torre, Sem Hoogteijling, Susanne Hultsch, Jan Ramon, Sara Reidel, Francesco Regazzoni, Luís Silva, Inês Silveira, Tsekeridou Sofia, Christophe Maes

J Med Internet Res 2026 (Apr 29); 28:e83369

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Digital Health as an Enabler of Personalized Medicine in Ghana: Gaps, Opportunities, and Future Directions

Godsway Sackey, Babajide Owoyele, Frank E Baiden, Stefan Konigorski

J Med Internet Res 2026 (Apr 16); 28:e70696

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Beyond Missingness: Systematizing Methods for Comprehensive Data Fitness Assessment in Clinical Research

Hanieh Razzaghi, Kaleigh Wieand, Kimberley L Dickinson, Michael G Kahn, Jason Roy, Clair Blacketer, Dimitri A Christakis, Christopher B Forrest, Jane Greenberg, Harold P Lehmann, Keith A Marsolo, Jennifer Sciolla, Mark G Weiner, Nicole G Weiskopf, L Charles Bailey

J Med Internet Res 2026 (Apr 14); 28:e76398

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Integrating Generative AI Into Patient-Centered Clinical Decision Support: Viewpoint on Research and Practice Considerations

Prashila Dullabh, Courtney Zott, Nicole Gauthreaux, Caroline Peterson, Abigail Aronoff, Kistein Monkhouse, Dean F Sittig

J Med Internet Res 2026 (Apr 01); 28:e81628

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From Knowledge Graphs to Digital Twins: Perspectives on Modeling Patient Outcomes for Health Care Quality Assessment

Anna-Katharina Nitschke, Juan G Diaz Ochoa, Simone Neumaier, Markus Knott

J Med Internet Res 2026 (Mar 31); 28:e81946

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Deep Research Agents: Major Breakthrough or Incremental Progress for Medical AI?

Matthew Yu Heng Wong, Ariel Yuhan Ong, David A Merle, Pearse A Keane

J Med Internet Res 2026 (Mar 26); 28:e88195

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AI Agents and Epidemic Intelligence on Respiratory Infectious Diseases: Toward a Conceptual Framework Integrating Decision Support

Liuyang Yang, Liyu Shan, Xiaolin Cao, Jinzhao Cui, Michael Tong, Yan Niu, Ting Zhang

J Med Internet Res 2026 (Mar 09); 28:e86936

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Digital Twins for Just-in-Time Adaptive Interventions (JITAIs): Framework for Optimizing and Continually Improving JITAIs

Asim H Gazi, Daiqi Gao, Susobhan Ghosh, Ziping Xu, Anna L Trella, Predrag Klasnja, Susan A Murphy

J Med Internet Res 2026 (Mar 06); 28:e72830

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Extrinsic Trust as a Contractual Framework for Accountable AI in Health Care: Viewpoint

Anthony Kelly

J Med Internet Res 2026 (Mar 05); 28:e83903

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