Viewpoints and Perspectives

Rethinking AI Workflows: Guidelines for Scientific Evaluation in Digital Health Companies

Kelsey Lynn McAlister, Lee Gonzales, Jennifer Huberty

JMIR AI 2025 (Dec 04); 4:e71798

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Acceptability of Health Information Technology by Health Care Professionals: Where We Are Now and How We Can Fill the Gap

Corinne Isnard-Bagnis, Stéphane Mouchabac, Riadh Lebib, Hervé Bismut, Pierre Alexis Geoffroy

J Med Internet Res 2025 (Dec 02); 27:e72184

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Combining International Standards to Develop Clinical Decision Support for Parent Smoking Cessation in Pediatrics

Jeritt G Thayer, Brian P Jenssen, Alexander G Fiks, Dean Karavite, Janani Ramachandran, Shannon Kelleher, Ekaterina Nekrasova, Jeremy E Drehmer, Emara Nabi-Burza, Jonathan P Winickoff, Robert W Grundmeier

J Med Internet Res 2025 (Nov 05); 27:e75198

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Beyond Comparing Machine Learning and Logistic Regression in Clinical Prediction Modelling: Shifting from Model Debate to Data Quality

Yanan Hu, Xin Zhang, Valerie Slavin, Yitayeh Belsti, Sofonyas Abebaw Tiruneh, Emily Callander, Joanne Enticott

J Med Internet Res 2025 (Nov 05); 27:e77721

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Generative Artificial Intelligence in Medical Education: Enhancing Critical Thinking or Undermining Cognitive Autonomy?

Juan S Izquierdo-Condoy, Marlon Arias-Intriago, Andrea Tello-De-la-Torre, Felix Busch, Esteban Ortiz-Prado

J Med Internet Res 2025 (Nov 03); 27:e76340

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Opportunities and Challenges for Designing in Connected Health: Insights From an Expert Workshop

Shweta Premanandan, Awais Ahmad, Alex Jaranka, Ece Üreten, Eunji Lee, Jennifer Gross, Åsa Cajander, Sofia Ouhbi, Marta Lárusdóttir, Owen Eriksson, Sten-Erik Öhlund

J Med Internet Res 2025 (Oct 31); 27:e72446

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Lessons Learned Identifying and Controlling Fraudulent Participation in Online Randomized Trials

Robert Siebers, Kara M Magane, Hattie Slayton, Skylar Karzhevsky, Tibor P Palfai, Ana M Abrantes, Lisa M Quintiliani, Michael D Stein

J Med Internet Res 2025 (Oct 29); 27:e77512

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Carbon Reporting Practices in the NHS: Emissions and Omissions Relating to Artificial Intelligence

Duncan J Reynolds

J Med Internet Res 2025 (Oct 27); 27:e79174

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Digital Transformation for Improving Child Health in South Asia: Do We Need a Reboot?

Vikas Dwivedi, Meredith Dyson, Karin Kallander, Gunter Boussery

J Med Internet Res 2025 (Oct 17); 27:e73053

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Bridging the Infodemic Equity Gap: North-South Digital Health Disparities and a Framework for Action

Augustus Osborne

J Med Internet Res 2025 (Oct 16); 27:e80013

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The Transformation of the Patient-Physician Relationship in Telemedicine: Sociological Approach in Dermatology

Edmond Démoulins, Dilara Trupia, Ludovic Martin, Alexandre Mathieu-Fritz

J Med Internet Res 2025 (Oct 14); 27:e63591

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Mentalizing Without a Mind: Psychotherapeutic Potential of Generative AI

Karen Yirmiya, Peter Fonagy

J Med Internet Res 2025 (Oct 10); 27:e79156

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Flagged for Fraud: Lessons From 3 Case Studies on Detecting Inauthentic Participants in Online Research

Jordan R Hill, Sydney Hoel, Clover Caldwell, Matthew Zuraw, Christian Elliott, Andrew C Pickett, Beth E Fields, Nicole E Werner

J Med Internet Res 2025 (Oct 10); 27:e78554

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Medicine Beyond Machines: Viewpoint on the Art of Thinking in the Age of AI

Isabella B B Ferreira, Rodrigo C Menezes, Luis Cláudio L Correia, Bruno B Andrade

JMIR Form Res 2025 (Oct 09); 9:e76669

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The Role of Data in Public Health and Health Innovation: Perspectives on Social Determinants of Health, Community-Based Data Approaches, and AI

Kaakpema Yelpaala, Michael Christopher Gibbons, Ines Maria Vigil, Jennifer Leaño, Terika McCall, Ijeoma Opara, Anne Zink, Marcella Nunez-Smith, Bhramar Mukherjee, Megan Ranney

J Med Internet Res 2025 (Oct 07); 27:e78794

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Establishing a Net-Zero Emissions Kidney Care Center: A Model Proposal for Taiwan

Mei-Yi Wu, Wei-Cheng Lo, Min-Kuang Tsai, Yuan-Leng Lin, Yih-Giun Cherng, Ming-Che Lee, Mai-Szu Wu

J Med Internet Res 2025 (Sep 22); 27:e73942

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Transformative Impact of the Internet on the Boundaries for the Physician Profession: Why Materiality Matters

Lena Petersson

J Med Internet Res 2025 (Sep 22); 27:e63305

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Reflections on the Optimal Use of eDiaries for Data Collection in Vaccine Clinical Trials

Ujwani Nukala, Sylvia Cho, Aneesha Suresh Sahu, Jessica Zhou, Whitney R Steele, Barbee I Whitaker, Hussein Ezzeldin

J Med Internet Res 2025 (Sep 19); 27:e66971

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The Development and Growth of the English National Real-Time Syndromic Surveillance Program: Key Developments and Lessons Learned From the First Two Decades

Gillian E Smith, Natalia R Jones, Sally E Harcourt, Sue Smith, Paul Loveridge, Roger A Morbey, Helen E Hughes, Obaghe Edeghere, Daniel Todkill, Sue Ibbotson, Duncan Cooper, Brian McCloskey, Alex J Elliot

J Med Internet Res 2025 (Sep 19); 27:e73373

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Reality Check: The Aspirations of the European Health Data Space Amidst Challenges in Decentralized Data Analysis

Holger Fröhlich, Anne Funck Hansen, Mika Hilvo, Gunther Jansen, Sumit Madan, Sobhan Moazemi, Sanziana Negreanu, Venkata Satagopam, Phil Gribbon, Christian Muehlendyck

J Med Internet Res 2025 (Sep 19); 27:e76491

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