Viewpoints on and Experiences with Digital Technologies in Health

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Articles published in 2026 in this theme: 31 (scroll down to load remaining articles)

2026

Circular diagram illustrating AI concepts: Data, Knowledge, Reasoning, Action, Interaction, Behavior, Adaptation, Governance, and Insight.

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From Prediction to Interaction: A Behavioral Informatics Framework for AI in Preventive Health

Anand Gavai, Jaap Heringa

J Med Internet Res 2026 (Oct 28); 28:e98961

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Doctor in white coat using a tablet, with stethoscope around neck.

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Beyond Time Saved: A Framework for Comprehensive Evaluation of AI Clinical Documentation

Ekstrom Victoria Sze Min

JMIR Med Inform 2026 (Oct 27); 14:e86091

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Medical professionals discuss AI in healthcare diagnostics, pointing at clinical metrics on a screen.

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Making Genomic Data Actionable in Electronic Health Records: Practical Viewpoint on Standards, Governance, and Implementation

Styliana Menelaou, Eirini C Schiza, Marios Tomazou, Andreas Neocleous, Anastasis Oulas, Menelaos Pipis, Andreas Menikou, Athina Theodosiou, Maria Papaioannou, Carolina Sismani, Theodoros Kyprianou, George M Spyrou, Christos N Schizas

JMIR Med Inform 2026 (Oct 21); 14:e99130

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Silhouette of a man against a backdrop of abstract digital data streams.

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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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Doctor wearing headset on video call with patient, offering telehealth services

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Beyond AI Literacy: Understanding Health Care Workforce AI Enablement in the Generative AI Era

Chung-Feng Liu, Yen-Ling Ko

J Med Internet Res 2026 (Oct 05); 28:e107290

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Doctors review medical data on a tablet showing brain and body scans.

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Generative Language Models in Medical Education: From Advent to Entrustment

Shiv Patil, Mert Karabacak, Sotirios Bisdas, Konstantinos Margetis

JMIR Med Educ 2026 (Sep 30); 12:e105347

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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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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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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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Surgeon touching holographic medical display with heart, brain, and DNA graphics.

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The Promise of Ambient AI Technology in Medical Education: Opportunities and Guardrails

Shirin Shafazand, Umar Bowers, Sudha Jayaraman

JMIR Med Inform 2026 (Sep 08); 14:e88725

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Nurse talks to patient in hospital room with Ambient AI Assist screen

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A Conceptual Model for Ambient AI Adoption: Perspectives From Academia and Industry

Joshua Biro, Jesse M Pines, Sudha Jayaraman, Vamsi Chagari, Raj Ratwani

JMIR Med Inform 2026 (Aug 28); 14:e91098

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Doctors review MRI scans and oral health images on a tablet and computer screen.

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From Data Poverty to Data Sovereignty: Operationalizing Gold-Standard Biomedical Datasets in Low- and Middle-Income Countries

Shweta Rana, Pranshu Bhagat, Debnath Pal, Sanghamitra Pati, Harpreet Singh

JMIR Med Inform 2026 (Aug 10); 14:e82360

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Young Black man coughing into his hand, holding chest, white background

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Toward Drift-Aware Multimodal Early Warning for Acute Exacerbations of Chronic Obstructive Pulmonary Disease

Haoran Li, Shuaihua Fan, Xiaojuan Li, Nina Liu, Huaiqing Qi, Jun Guo

JMIR Med Inform 2026 (Aug 10); 14:e98345

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Medical students learn anatomy from a holographic human body model in a modern lab.

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Rethinking Basic Science Teaching in Medical Education: A Viewpoint on Its Past, Present, and Future

Kátia M Avena, Ana Paula A Brito, Luiz F Quintanilha, Mariana Araújo-Pereira, Bruno B Andrade

Interact J Med Res 2026 (Jul 28); 15:e80646

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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 using futuristic holographic interface to analyze heart data.

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Medical AI Agents for Clinical Decision Support: Viewpoint Using the Planning, Action, Reflection, and Memory (PARM) Analytical Lens

Rasit Dinc, Nurittin Ardic

JMIR Med Inform 2026 (Jul 21); 14:e92584

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Radiologist analyzing medical scans on dual monitors, showing X-rays and brain MRI

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Real-World Imaging Data: Opportunities and Challenges

Jie Wu, Aline L de Araujo, Sean Khozin, Merel Huisman, Domenico Mastrodicasa, Martin J Willemink

JMIR Med Inform 2026 (Jul 20); 14:e88202

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Diagram showing a 3-stage data governance and consent lifecycle for preference management and data access.

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Dynamic Consent for Secondary Use of Health Data: Challenges and Opportunities Under European Law

Sudip Phuyal, Manila Bhandari, Ricardo Correia Bezerra, Rabindra Bista, João Carlos Ferreira

JMIR Med Inform 2026 (Jun 16); 14:e93348

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Optometrist examines a woman's eye with a slit lamp microscope during an eye exam.

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Rerouting Eye Care: How AI and Telemedicine Are Reshaping Ophthalmology Patient Journeys in the United Kingdom and Germany

Broder Poschkamp, Ariel Yuhan Ong, Justin Engelmann, Michael Grün, Andreas Stahl, Pearse Andrew Keane, David Adrian Merle

J Med Internet Res 2026 (May 27); 28:e93170

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Doctor and patient interact with AI healthcare assistant on table