New Resources for Medical Education

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Articles published in 2026 in this theme: 49 (scroll down to load remaining articles)

2026

Doctor in mask and lab coat talks to elderly man in waiting room

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Large Language Models for Generating Patient Education Materials: Scoping Review

Chengjin Li, Juan Li, Xuezhu Liu, Zefang Gao, Yuxiao Xu, Xiuze Xu, Xiaoyu Liu, Tong Zhao, Yuanyuan Cheng, Ming Li

J Med Internet Res 2026 (Nov 06); 28:e98084

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Doctor on computer screen in telehealth consultation, discussing chief complaint.

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Evaluating an AI-Powered Patient Simulator for Communication Skills Training: One-Year Randomized Controlled Trial

Xining Wang, Sandhya Duggal, Alun Hughes, Sayed Murad, Andrew O’Malley

J Med Internet Res 2026 (Nov 05); 28:e91886

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Healthcare professional in blue scrubs holding a stethoscope and smartphone

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Mobile Medical Education Apps as Digital Health Information Resources in China and the United States: Longitudinal App Store Metadata Analysis and Topic Modeling of User Review Narratives

Junhao Ma, Tian Shen, Peng Xiang, Yingjun Li, Yuanshuai Chen, Zhengyang Lu, Jingkai Zeng, Wei Dai, Hanwen Pan, Liping Yang, Yunfan He, Xingxi Li, Joyce Wu, Qi Yu, Jun Liang, Jianbo Lei

JMIR Med Educ 2026 (Nov 03); 12:e107560

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Young man talking to a friendly AI robot about stress and family time

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A Multistage Fine-Tuning and Empathy Alignment Approach for an Emotional Support Dialogue System: Development and Evaluation Study

Xianbin Wang, Ruolin Wang, Wencheng Yang, Weijun Wang, Wei Pan, Min Jia, Shijie Gao, Xin Zhao

J Med Internet Res 2026 (Oct 29); 28:e95603

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Nurse in white coat talks with senior man, digital network overlay

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AI-Mediated Relational Competence in Medical Education: Construct Rationale and Curriculum Maturity Framework

Robert J McGrath

JMIR Med Educ 2026 (Oct 27); 12:e105459

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Doctor discusses reproductive health with a couple in an office.

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Evaluating the Performance of Five Leading Large Language Models in Generating Health Education Materials for Patients With Infertility: Comparative Analysis

Renjie Lu, Yuchen Wei, Siyuan Wu, Yaning Han, Shenyu Zhao, Lingmin Hu, Yang Chen

J Med Internet Res 2026 (Oct 27); 28:e97878

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Two female doctors reviewing patient data on a tablet in a clinic

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Toolkits to Support Health Care Providers in Health Behavior Change for Patients With Chronic Conditions: Scoping Review

Jillian Scandiffio, Robert Simpson, Ashvene Sureshkumar, Jerry Tang, Paloma Fleming, Dina Gaid, Harzaan Gnanakaran, Marina Wasilewski, Nicole Woods, Sarah J Donkers, Sarah Munce

JMIR Med Educ 2026 (Oct 26); 12:e88653

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Nurse using AI to improve communication skills with an elderly patient

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Effects of a Generative AI Virtual Patient on Serious Illness Communication Skills: Randomized Controlled Trial

Kurtis G Haut, Masum Hasan, Thomas Carroll, Ronald M Epstein, Taylan Sen, Ehsan Hoque

JMIR Med Educ 2026 (Oct 20); 12:e93034

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Magnifying glass examining a mole on a person's arm

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Understanding Gender Wage Disparities in Dermatology

Danielle Duffle, Ramiro Rodriguez, Benjamin Brooks, Robert Dellavalle

JMIR Dermatol 2026 (Sep 30); 9:e65003

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AI in public health: Woman analyzes data on screen, diverse group watches

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Artificial Intelligence as a Core Public Health Competency: Proposal and Perspectives in Education and Research

Laura Brunelli, Federico Fonda, Silvio Brusaferro

JMIR Med Educ 2026 (Sep 30); 12:e92246

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Doctors collaborating on a tablet, discussing patient care.

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Generative AI–Assisted Progressive-Disclosure Case-Based Learning for Clinical Reasoning in Occupational Medicine: Quasi-Experimental Study

Peng Su, Min Hu, Chengzhi Chen, Shangcheng Xu

JMIR Med Educ 2026 (Sep 22); 12:e103584

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Young female doctor in scrubs with stethoscope reviews patient chart on laptop.

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Implementation of the Personalized Automated Reading Delivery System as a Component of Precision Medical Education: Prospective Crossover Study

William Gatenby, Sumeet R Gopwani, Glenn E Woodworth, McKenzie Hollon, Stacey Kaltman

JMIR Form Res 2026 (Sep 21); 10:e81717

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Two business professionals reviewing financial charts and data on a tablet.

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Performance, Failures, and Oversight of a Large Language Model Agent for Clinical Data Analysis: Evaluation Study

Yilan Wu, Dun Jack Fu, Yukun Zhou, Siegfried K Wagner, Pearse A Keane

J Med Internet Res 2026 (Sep 08); 28:e99597

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Doctor's hand points to tablet displaying medical data during a procedure.

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Evaluation of a Digital Clinician-Training Module for Treatment of Transgender and Gender Diverse Patients With Eating Disorders: Pre-Post Study

Nora Yanyi Sun, Alex S Keuroghlian

JMIR Form Res 2026 (Sep 03); 10:e84937

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Four domains of Health CARE-AI principles: Values, Competence, Accountability, Structural Equity.

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Principles for Responsible AI in Health Professions Education, Research, and Care: Health CARE-AI (Contextual, Accountable, Responsible, and Equitable Artificial Intelligence) Framework Delphi Consensus Study

Lyn K Sonnenberg, David Wiljer, Muhammad Mamdani, Victor Do, Brandon Tang, Babar Haroon, Bizav Jaffer, Jerry Maniate

JMIR Med Educ 2026 (Jul 22); 12:e91626

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Doctor in white coat typing on a computer keyboard in a medical office

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Methodological Concerns in AI Medical Education Frameworks

Syeda Urooj Fatima, Emaan Fatima, Ragni Kumari

JMIR Med Educ 2026 (Jul 06); 12:e101696

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Doctor in white coat using laptop with stethoscope around neck.

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Authors’ Reply: Methodological Concerns in AI Medical Education Frameworks

Juan S Izquierdo-Condoy, Marlon Arias-Intriago, Laura Montero Corrales, Esteban Ortiz-Prado

JMIR Med Educ 2026 (Jul 06); 12:e104447

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Laptop displaying ultrasound training software with probability curves and icons.

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Digital Simulation–Based Ultrasound Training for Physiotherapy Students: Prospective Randomized Controlled Trial

Samuel Fernández-Carnero, Belen Diaz-Pulido, Jorge Méndez-Rodriguez, Daniel Pecos-Martin, Santiago Garcia-Miguel, Alexander Achalandabaso-Ochoa, Nicolas Cuenca-Zaldívar, Fermín Naranjo-Cinto Sr

JMIR Med Educ 2026 (Jul 02); 12:e87897

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Woman's face and robotic face split with a microphone

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Voice Cloning Using AI vs Traditional Audio Recording for Prerecorded Courses in Medical Pedagogy: Randomized Controlled Trial

Antoine Gavoille, Mikaïl Nourredine, Fabien Subtil

JMIR Med Educ 2026 (Jul 02); 12:e86569

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Woman doctor in white coat smiling while wearing VR headset

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