2025

Vol. 27 (2025)

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Digital Health Reviews

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Apps and Digital Resources for Child Neurodevelopment, Mental Health, and Well-Being: Review, Evaluation, and Reflection on Current Resources

Kelsie Ann Boulton, Makana Hilton, Emilia Sutton, Adam John Guastella

J Med Internet Res 2025 (Jan 01); 27:e58693

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Machine Learning Approaches in High Myopia: Systematic Review and Meta-Analysis

Huiyi Zuo, Baoyu Huang, Jian He, Liying Fang, Minli Huang

J Med Internet Res 2025 (Jan 03); 27:e57644

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Social Media Potential and Impact on Changing Behaviors and Actions in Skin Health Promotion: Systematic Review

Justyna Martyna Brzozowska, Joanna Gotlib

J Med Internet Res 2025 (Jan 06); 27:e54241

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Generative Language Models Including ChatGPT

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Application of Large Language Models in Medical Training Evaluation—Using ChatGPT as a Standardized Patient: Multimetric Assessment

Chenxu Wang, Shuhan Li, Nuoxi Lin, Xinyu Zhang, Ying Han, Xiandi Wang, Di Liu, Xiaomei Tan, Dan Pu, Kang Li, Guangwu Qian, Rong Yin

J Med Internet Res 2025 (Jan 01); 27:e59435

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Web-based and Mobile Health Interventions

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Association Between Digital Front Doors and Social Care Use for Community-Dwelling Adults in England: Cross-Sectional Study

Jinbao Zhang, Jonathan E Prunty, Alison C Charles, Julien Forder

J Med Internet Res 2025 (Jan 02); 27:e53205

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Infodemiology and Infoveillance

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US State Public Health Agencies' Use of Twitter From 2012 to 2022: Observational Study

Samuel R Mendez, Sebastian Munoz-Najar, Karen M Emmons, Kasisomayajula Viswanath

J Med Internet Res 2025 (Jan 03); 27:e59786

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Research Instruments, Questionnaires, and Tools

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The Virtual Client Experience Survey for Mental Health and Addictions: Revalidation of a Survey to Measure Client and Family Experiences of Virtual Care

Allison Crawford, Anne Kirvan, Marcos Sanches, Amanda Gambin, Denise Canso, Eva Serhal

J Med Internet Res 2025 (Jan 03); 27:e49844

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Digital Mental Health Interventions, e-Mental Health and Cyberpsychology

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The Association Between Internet Addiction and the Risk of Suicide Attempts in Chinese Adolescents Aged 11-17 Years: Prospective Cohort Study

Sihong Li, Xingyue Jin, Lintong Song, Tianqing Fan, Yanmei Shen, Jiansong Zhou

J Med Internet Res 2025 (Jan 03); 27:e52083

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Clinical Information and Decision Making

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Major Adverse Kidney Events in Hospitalized Older Patients With Acute Kidney Injury: Machine Learning–Based Model Development and Validation Study

Xiao-Qin Luo, Ning-Ya Zhang, Ying-Hao Deng, Hong-Shen Wang, Yi-Xin Kang, Shao-Bin Duan

J Med Internet Res 2025 (Jan 03); 27:e52786

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Recruitment of Research Participants

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Recruitment of Young Gay, Bisexual, and Other Men Who Have Sex With Men for a Web-Based Human Papillomavirus Vaccination Intervention: Differences in Participant Characteristics and Study Engagement by Recruitment Source in a Randomized Controlled Trial

Daniel J Marshall, Amy L Gower, Mira L Katz, José A Bauermeister, Abigail B Shoben, Paul L Reiter

J Med Internet Res 2025 (Jan 03); 27:e64668

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Telehealth and Telemonitoring

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Optimizing Virtual Follow-Up Care: Realist Evaluation of Experiences and Perspectives of Patients With Breast and Prostate Cancer

Sarah Scruton, Geoff Wong, Stephanie Babinski, Lauren R Squires, Alejandro Berlin, Julie Easley, Sharon McGee, Ken Noel, Danielle Rodin, Jonathan Sussman, Robin Urquhart, Jacqueline L Bender

J Med Internet Res 2025 (Jan 03); 27:e65148

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Mobile Health (mhealth)

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Efficacy and Acceptability of a Mobile App for Monitoring the Clinical Status of Patients With Chronic Obstructive Pulmonary Disease Receiving Home Oxygen Therapy: Randomized Controlled Trial

Anisbed Naranjo-Rojas, Luis Ángel Perula-de Torres, Freiser Eccehomo Cruz-Mosquera, Guillermo Molina-Recio

J Med Internet Res 2025 (Jan 06); 27:e65888

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Peer-to-Peer Support and Online Communities

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Examining the Emotional and Physical Health Impact in Users of Open-Source Automated Insulin Delivery and Sources of Support: Qualitative Analysis of Patient Narratives

Bryan Cleal, Yanbing Chen, Mandy Wäldchen, Hanne Ballhausen, Drew Cooper, Shane O'Donnell, Christine Knoll, Niklas Krug, Klemens Raile, Tebbe Ubben, Adrian Tappe, Dana Lewis, Ingrid Willaing, Timothy Skinner, Katarina Braune

J Med Internet Res 2025 (Jan 06); 27:e48406

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Theme Issue: The New Digital Normal in Health and Medicine

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Examining Intersectionality and Barriers to the Uptake of Video Consultations Among Older Adults From Disadvantaged Backgrounds With Limited English Proficiency: Qualitative Narrative Interview Study

Laiba Husain, Trisha Greenhalgh

J Med Internet Res 2025 (Jan 06); 27:e65690

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Digital Transformation of Rheumatology Care in Germany: Cross-Sectional National Survey

Susann May, Robert Darkow, Johannes Knitza, Katharina Boy, Philipp Klemm, Martin Heinze, Nicolas Vuillerme, Pascal Petit, Patricia Steffens-Korbanka, Heike Kladny, Johannes Hornig, Peer Aries, Martin Welcker, Felix Muehlensiepen

J Med Internet Res 2025 (Jan 06); 27:e52601

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Artificial Intelligence

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Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study

Sudeshna Das, Yao Ge, Yuting Guo, Swati Rajwal, JaMor Hairston, Jeanne Powell, Drew Walker, Snigdha Peddireddy, Sahithi Lakamana, Selen Bozkurt, Matthew Reyna, Reza Sameni, Yunyu Xiao, Sangmi Kim, Rasheeta Chandler, Natalie Hernandez, Danielle Mowery, Rachel Wightman, Jennifer Love, Anthony Spadaro, Jeanmarie Perrone, Abeed Sarker

J Med Internet Res 2025 (Jan 06); 27:e66220

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Policy and Policy Proposals

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Unpacking Performance Factors of Innovation Systems and Studying Germany’s Attempt to Foster the Role of the Patient Through a Market Access Pathway for Digital Health Applications (DiGAs): Exploratory Mixed Methods Study

Sara Gehder, Moritz Goeldner

J Med Internet Res 2025 (Jan 06); 27:e66356

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Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology

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Topic Modeling of Nursing Issues in the Media During 4 Emerging Infectious Disease Epidemics in South Korea: Descriptive Analysis

Jungok Kim, Eun Kyoung Yun

J Med Internet Res 2025 (Jan 06); 27:e60446

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eHealth Literacy / Digital Literacy

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Association Between Intergenerational Support, Technology Perception and Trust, and Intention to Seek Medical Care on the Internet Among Chinese Older Adults: Cross-Sectional Questionnaire Study

Hengjiang Jin, Ying Qu

J Med Internet Res 2025 (Jan 06); 27:e65065

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New Methods

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Noninvasive Oral Hyperspectral Imaging–Driven Digital Diagnosis of Heart Failure With Preserved Ejection Fraction: Model Development and Validation Study

Xiaomeng Yang, Zeyan Li, Lei Lei, Xiaoyu Shi, Dingming Zhang, Fei Zhou, Wenjing Li, Tianyou Xu, Xinyu Liu, Songyun Wang, Quan Yuan, Jian Yang, Xinyu Wang, Yanfei Zhong, Lilei Yu

J Med Internet Res 2025 (Jan 07); 27:e67256

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