Reviews

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Articles published in this theme: 187 (scroll down to load remaining articles)

2026

Doctor typing on laptop, wearing white coat and stethoscope.

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Authors’ Reply: Same Name, Moving Target: Model Version Drift in Syntheses of Large Language Models for Mental Health

Benjamin Johnson, Janni Leung, Gary Chung Kai Chan

JMIR AI 2026 (Oct 15); 5:e112028

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Same Name, Moving Target: Model Version Drift in Syntheses of Large Language Models for Mental Health

Bing Zhang Sr

JMIR AI 2026 (Oct 15); 5:e111307

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Doctor in blue scrubs typing on computer keyboard in modern clinic

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AI Model Reporting Standards in Health Care: Systematic Review and Consolidation

Ekaterina Akhmad, Daniël Slob, Aiara Lobo Gomes, Simone Mingels, Andre Dekker, Johan van Soest

JMIR AI 2026 (Oct 09); 5:e92329

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Hands connecting glowing cubes with healthcare icons: DNA, heart, cross, building, pill, document

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Blockchain for Digital Health Governance: Evidence Gap Map and Scoping Review

Sarina Yaghobian, Nina Sulkowski, Gary Galambos, Linda Scarazzini, Nicolas Maloumian, Stephane Verhaeghe

J Med Internet Res 2026 (Oct 07); 28:e96098

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Nurses in blue scrubs walk down a modern hospital corridor with medical equipment.

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Design, Facilitation, and Evaluation of Tabletop Exercises for Prehospital Mass Casualty Preparedness: Scoping Review

Paurnami Prashanth, Ali AlRahma, Dayol Narayanan, Abu Omayer, Azza Yousif, Ives Hubloue, Nabil Zary

Interact J Med Res 2026 (Oct 05); 15:e96228

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Teenage girl with headphones and glasses looking at her phone outdoors

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Factors Influencing Adherence to Digital Lifestyle Interventions for Adolescents: Systematic Review and Meta-Analysis of Attrition

Nikolaos Boumparis, Olivia Studhalter, Philippe de Riedmatten, Kleio Koutra, Katrina Champion, Ana Molina-Barceló, Teresa de Pablo-Pardo, Haridimos Kondylakis, Michael Patrick Schaub, Andreas Triantafyllidis, Severin Haug, Inci Derya Yücel

Interact J Med Res 2026 (Sep 30); 15:e84822

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Doctor analyzing brain scans on computer screens in a medical imaging lab.

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Effectiveness, Safety, and Workflow Burden of Large Language Model–Based Medical Report Generation: Systematic Review

Jie-Lin Huang, Ji-Qing Zhu, Xiao-Guang Ni

J Med Internet Res 2026 (Sep 09); 28:e97007

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Elderly couple sharing a tender moment over coffee and cake

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Enhancing Healthy Longevity: Scoping Review of Practices and Interventions

Angela Yee Man Leung, Karen Siu Lan Cheung, Kai-ling Ou, Ivy Yan Zhao, Min Qiu, Ka Ming Wan, Jed Montayre, Yaqi Huang

Interact J Med Res 2026 (Sep 08); 15:e94085

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Doctor typing on laptop, symbolizing healthcare technology and patient care

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Generative Large Language Models in Mental Health Care Settings: Systematic Review and Meta-Analysis

Janni Leung, Benjamin Johnson, Kelsey McRae, Stephanie Fong, Paula Cardona Gonzalez, Caitlin McClure-Thomas, Tianze Sun, Naomi Kern, Yuen Ming Wong, Richard Liu, Gary Chung Kai Chan

JMIR AI 2026 (Aug 31); 5:e87730

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Elderly person using an automatic pill dispenser for medication management

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Contexts and Mechanisms Related to the Efficacy of Digital Medication Adherence Interventions to Support Medication Adherence Among Adults With Chronic Diseases: Realist Review

Srinjaya Saha, Yvonne Latham, Carol Holland

Interact J Med Res 2026 (Aug 28); 15:e89803

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Balance scale comparing time, data, and problem-solving to innovation and growth.

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How Many Instruments Do We Need? Strengths, Weaknesses, and Potentials for Further Developments of Digital Health Literacy Measurement Instruments: Narrative Overview of Reviews and Content Analysis

Pauline Kaboth, Lorenz Harst, Jochen Schmitt, Madlen Scheibe

Interact J Med Res 2026 (Aug 28); 15:e91603

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Father working on laptop while holding baby chewing on toy

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Health Information Technologies in the Support System of New Fathers’ Postnatal Depression: Scoping Review

Weijie Wang, Erika Penney, Jaime Garcia

Interact J Med Res 2026 (Aug 26); 15:e95238

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Woman using iPhone and laptop on wooden desk

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Digital Health Interventions Incorporating Behavior Change Techniques and Gamification for Bladder Health in Adults Aged 50 Years and Older: Rapid Review

Oscar Aguila-Gimeno, Emma Stanmore, Marius Brazaitis, Rima Solianik, Erika Karkauskiene, Laura Jarutienė, Júlia Romeu-Busquets, Javier Jerez-Roig, Norina Gasteiger

Interact J Med Res 2026 (Aug 26); 15:e76867

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Asian female researcher analyzing AKI data on computer screens in a lab.

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AI Models for Predicting Acute Kidney Injury (AKI) and Post-AKI Mortality: Systematic Review and Meta-Analysis

Huiyu Xiao, Jingjing Liang, Gaoming Li, Yunhao Yang, Tianxin Li, Xin Chen, Qiangguo Ao, Yazhou Wu, Qiuyue Song

J Med Internet Res 2026 (Aug 20); 28:e104269

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Doctor points to hip x-ray showing joint pain and inflammation

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Diagnostic Accuracy of Medical Imaging–Based Artificial Intelligence for Osteonecrosis of the Femoral Head: Systematic Review and Meta-Analysis

FeiLong Lu, LiRong Wang, Wenbin Zhang, YuLin Ma, JingYuan Tian, YiMei Hu

J Med Internet Res 2026 (Aug 20); 28:e95648

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Two data scientists analyze neural network code on screens, showing glowing brain and data visualizations.

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The Reliability of Human Evaluation of Large Language Models in Health Care Settings: Scoping Review

Euijun Yang, Siyeon Ko, Hyekyung Woo

J Med Internet Res 2026 (Aug 19); 28:e98184

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Doctor wearing headset and stethoscope on a video call

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The Impact of Digitalization on European General Practice From the Perspective of General Practitioners: Systematic Review

Julia Magdalena Fuger, Lisa Niehoff, Erika Zelko

J Med Internet Res 2026 (Aug 18); 28:e83343

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Doctor looking at laptop displaying "Medical Students and AI in Healthcare" infographic.

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Medical Students’ Attitudes, Perceptions, and Self-Reported Familiarity With AI in Health Care: Systematic Review and Meta-Analysis

Wei Zhang, Jiaxue Han, Xin Han, Hang Xu, Langkun Wang, Tianhai Lin, Ping Tan, Peng Zhang, Xiaonan Zheng

JMIR Med Educ 2026 (Aug 18); 12:e89411

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AI clinical competency assessment with medical mannequin and instructors

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AI for Clinical Competency Assessment: Scoping Review of Methods and Applications

Wenjia (Stella) Zhang, Benjamin B Daniels, Carol Mita, Hoang Nguyen, David B Duong

JMIR Med Educ 2026 (Aug 14); 12:e92826

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Mother using health app while breastfeeding baby, doctor in background

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Effects of Digital Health Interventions on Breastfeeding Rates, Self-Efficacy, and Knowledge: Systematic Review and Meta-Analysis

Jiahe Sun, Yu Wang, Shuang Hu, Yajie Ding, Congshan Pu, Danni Song, Jiaai Xia, Chunjian Shan

J Med Internet Res 2026 (Aug 12); 28:e92184

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