Digital Health Reviews

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Articles published in this theme: 1993 (scroll down to load remaining articles)

2026

Woman in plaid shirt texting on smartphone, close-up of hands

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Study of Human Papillomavirus Vaccine–Related Social Media Content Across Eight Social Media Platforms: Scoping Review of Communication Content, Information Sources, and Analytical Approaches

Yinghan Xu, Ruichen Cong, Mingxin Liu, Siyu Zhou, Masahiko Sakaguchi, Kayoko Katayama, Qun Jin, Shoji Nishimura, Atsushi Ogihara

J Med Internet Res 2026 (Sep 15); 28:e92040

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Woman sleeps with fitness tracker, phone displaying sleep data, and book on managing insomnia.

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Effectiveness of Wearable Digital Therapeutics in Improving Sleep Outcomes Among Individuals With Insomnia: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Wenhui Zhu, Mingming Chen, Yixuan Guo, Bin Zhang, Chunliu Luo

J Med Internet Res 2026 (Sep 11); 28:e93496

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Man sleeping in a chair with health monitoring technology interface.

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Performance of AI-Based Screening Tools for Obstructive Sleep Apnea Across Apnea-Hypopnea Index Thresholds: Systematic Review and Meta-Analysis

Yujia Lv, Lihui Zhou, Sihan Jiao, Boran Sun, Wenli Lu, Li Bu, Yuan Wang, Chenxiao Jia, Jiaying Lin, Haixia Hao

J Med Internet Res 2026 (Sep 11); 28:e92399

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Therapist in green blazer takes notes during a session with a client.

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Clinicians’ Attitudes and Perceptions on the Adoption of AI in Mental Health Care: Scoping Review

Carly Hudson, Thuy Linh Phan, Marcus Randall

J Med Internet Res 2026 (Sep 11); 28:e92370

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Doctor in white coat with stethoscope reviewing patient data on tablet

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Cost-Effectiveness of Electronic Patient-Reported Outcome Measure Interventions in Cancer: Systematic Review and Parameter Extraction for Economic Modeling

Marek Atter, Peter S Hall, Kathrin Cresswell, Alistair Bullen

J Med Internet Res 2026 (Sep 11); 28:e100505

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Doctor discusses medical scans with patients in a bright clinic.

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Enhancing Patients’ Informed Consent Through AI: Systematic Review

Said Dababneh, Nicole Hébert, Laurence Meloche, Nadine Dababneh, Preslava Aleksieva, Issam Tanoubi

JMIR AI 2026 (Sep 10); 5:e93501

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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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Doctor in white coat discusses patient's health, holding a clipboard

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Comparative Efficacy of Different AI Systems for Polyp Detection by Size During Colonoscopy: Systematic Review and Network Meta-Analysis

Ling Ba, Yaxin Qi, Xinrui Lv, Sipu Wang, Lu Yang, Yufeng Wang, Bangmao Wang, Hailong Cao, Xin Xu

J Med Internet Res 2026 (Sep 09); 28:e95841

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Man with knee pain, applying bandage to injured knee

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Extended Reality Interventions for Osteoarthritis of the Knee and Recovery After Total Knee Arthroplasty: Systematic Review and Meta-Analyses

Caleb Kalinowski, Elizabeth Goldsmith, Maylen Anthony, Adrienne Landsteiner, Kristen Ullman, Nicholas Zerzan, Tonya Rich, Collin Calvert, Timothy J Wilt, Wei Duan-Porter, David Ewart

J Med Internet Res 2026 (Sep 08); 28:e84753

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Doctors analyze complex data on a large digital screen, showing DNA and molecular structures.

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Diagnostic Performance of Machine Learning for Systemic Lupus Erythematosus: Systematic Review and Meta-Analysis

Bingduo Wang, Zichao Wang, Yang Liu, Fangfang Ge

J Med Internet Res 2026 (Sep 04); 28:e90209

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Doctor in scrubs touching a futuristic medical display showing brain and heart scans.

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Generative Artificial Intelligence for Qualitative Methods in Health Research: Rapid Review

Raúl D Gierbolini-Rivera, Milena Franco Silva, Alexandre Augusto de Paula da Silva, Ross C Brownson, Diana C Parra, Maura M Kepper, Amy A Eyler

J Med Internet Res 2026 (Aug 31); 28:e98551

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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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Family visits elderly patient in hospital room with medical equipment

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The Technologies, Applicability, and Trade-Offs of AI in Palliative Care for Older Adults: Scoping Review

Lei Huang, Menglu Xu, Ying Yang, Yi Tian, Zhongkang Xu, Yixuan Wang, Anning Hou, Lili Zhu, Yan Lin, Lina Wang, Yifei Zhao, Shuhong Wei, Peng Wang, Lin Peng

J Med Internet Res 2026 (Aug 31); 28:e100216

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Doctor reviewing MRI scans of the spine on a computer monitor.

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Application of Digital Health Technologies in Scoliosis Rehabilitation: Systematic Review Based on the Technology Classification Framework

Yujie Guan, Zelin Liu, Jiaben Xu, Qi Qin, Xian Wang, Chengyuan An, Gege Wang, Zhiyuan Zhang, Maomao Gong, Bin Zhao

J Med Internet Res 2026 (Aug 28); 28:e91461

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Nurse checks young girl's oxygen saturation with pulse oximeter in hospital room.

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Machine Learning, Large Language Models, and Multimodal AI for Diagnosing Pediatric Rare Diseases: Scoping Review

Jungang Zhao, Jiawei Luo, Qiu Li, Yaolong Chen

J Med Internet Res 2026 (Aug 28); 28:e96169

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Physical therapist assists elderly woman in wheelchair with dumbbell exercise

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Comparative Effectiveness of Noninvasive Brain-Computer Interface–Based Interventions for Upper Limb Rehabilitation in Poststroke Hemiplegia: Systematic Review and Network Meta-Analysis of Randomized Controlled Trials

Jiabin Xu, Yitian Gao, Siqi Xie, Weikang Jiang, Huiqing Zhang, Lin Qiu, Mengxue Jiang, Lanshu Zhou

J Med Internet Res 2026 (Aug 28); 28:e92940

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Surgeon interacting with futuristic medical displays of brain, heart, and DNA

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Digital Phenotyping in Health Research: Scoping Review of Methods, Gaps, and Opportunities

Nolwenn Badier, Alice Lafitte, Audrey Difernand, Gloria A Aguayo, Guy Fagherazzi, Jukka-Pekka Onnela, Benjamin Vittrant, Bastien Lechat, Quentin De Larochelambert, Jean-François Toussaint, Lidia Delrieu

J Med Internet Res 2026 (Aug 27); 28:e91747

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Young woman with curly hair and glasses looking at her smartphone outdoors

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AI-Based Approaches to Refugee Mental Health Care: Systematic Integrative Review

Hun Kang, Subin Park, Jooyoung Kim, Ocksim Kim, Hokon Kim, JiYeon Choi, Sang Hui Chu

J Med Internet Res 2026 (Aug 26); 28:e101857

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Robot and human hand examining data charts with magnifying glass

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Improvement of Clinical Practice Guideline Appraisal by Human Experts and AI Agents by Using Structured Guidance: Systematic Review, Meta-Analysis, and Validation Study

Xingrun Mao, Junhao Wang, Zezhang Wang, Yuwei Zhang, Shiyu Qiu, Jingyu Ye, Shiyan He, Chongyang Wang, Yong Xia, Chengqi He, Ke Li, Siyi Zhu

J Med Internet Res 2026 (Aug 26); 28:e96002

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Teenage boy wearing a NeuroPlay headband, focused on a screen

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