Digital Health Reviews

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Articles published in 2026 in this theme: 271 (scroll down to load remaining articles)

2026

Man practicing yoga with virtual instructor on screen, highlighting joint pain

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Effects of Digital Health Interventions in Chronic Musculoskeletal Pain: Systematic Review and Bayesian Network Meta-Analysis of Randomized Controlled Trials

Xuxin Wang, Wen Jing, Su’e Yuan, Yunxia Li, Hui Li, Jing Li, Yuanyuan Liu

J Med Internet Res 2026 (Oct 07); 28:e95903

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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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Doctor reviews patient data on phone, tablet, and laptop, with antibiotic plan notes.

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Extent of Digital Health Fragmentation and Potential Implications for Antimicrobial Prescribing: Rapid Evidence Review

Verena Schneider, Akish Luintel, Bethan Balch, Shivani Gangadia, Grainne Brady, Emma McGuire, Gwenan M Knight, Laura Shallcross, Steve Harris, Cecilia Vindrola-Padros

J Med Internet Res 2026 (Oct 06); 28:e94014

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Smiling senior woman with headphones takes a selfie with her smartphone.

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AI-Based Measurement Tools for Intrinsic Capacity in Older Adults: Scoping Review

Chengji Yu, Ping Lu, Ying Zhou, Juan Zhao, Xiaodie Yang, Dayu Tang, Liying Ying

J Med Internet Res 2026 (Oct 05); 28:e90411

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Woman massaging neck in office with colleagues working on laptops

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Machine Learning and Deep Learning for the Diagnosis of Cervical Degenerative Diseases: Systematic Review and Meta-Analysis

Hongwei Duan, Ruiyuan Chen, Minghui Liang, Liqian Wang, Tianyi Wang, Aobo Wang, Ziqian Ma, Yu Xi, Shuo Yuan, Ning Fan, Lei Zang

J Med Internet Res 2026 (Oct 05); 28:e92008

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AI ethics in perioperative care: patient, doctor, nurse, and committee discuss AI's role.

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AI Trustworthiness in the Perioperative Period for Patients with Serious Illness: Scoping Narrative Review

Bhagvat J Maheta, Rachel L Ross, Isabella Raspi, Christina Keny, Marti N Okech, Selen Bozkurt, Karleen F Giannitrapani

JMIR Perioper Med 2026 (Oct 01); 9:e89936

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Surgeons in blue gowns and gloves use surgical instruments during an operating room procedure.

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Explainable Machine Learning Predictive Models for Surgical Site Infections: Scoping Review

Rui Sun, Yao Liu, Shuya Lu, Ermira Tartari, Gabriel Birgand, Lin Yang, Lei Zhou

J Med Internet Res 2026 (Sep 30); 28:e94617

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Doctor places EEG cap on woman's head for brainwave research

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Electroencephalography in Subjective Cognitive Decline and Mild Cognitive Impairment: Systematic Review of Biomarkers, Classification, and Prognostic Evidence

Sifei Lu, Sheng Hu, Junxuan Huang, Yehua Shi, Dee Yu, Wenting Cao, Mingzhang Yin, Jindong Ding Petersen, Binwen Huang

J Med Internet Res 2026 (Sep 30); 28:e92709

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Elderly woman checking smartwatch displaying AI health insights like heart rate and sleep quality.

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Assessing the Value for Money of AI-Assisted Technologies for Older Adults: Scoping Review of Economic Evaluations

Qi Gao, Minji Hong, Yot Teerawattananon, Yi Wang

J Med Internet Res 2026 (Sep 30); 28:e104019

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Woman using a nebulizer while looking at her phone

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Conversational Agents for Asthma and Chronic Obstructive Pulmonary Disease Management: Scoping Review

Nurfaizah Binte Hassan, Tiang Peng Teo, Mei Fong Liew, Wee Hian Tan, Wenjie Wu, Timotius Marvin Tan, Siti Aisah Binte Mustafah, Deborah Wan Qin Poh, Hong-Gu He, Joanne Huiyi Khor, Genevieve Mei Yun Tan, Si Qi Yoong, Ying Jiang

J Med Internet Res 2026 (Sep 29); 28:e98338

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Man sleeping with pulse oximeter on finger, showing oxygen levels

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Accuracy of Artificial Intelligence in Diagnosing Obstructive Sleep Apnea Using Photoplethysmography: Systematic Review and Meta-Analysis

Brian Sheng Yep Yeo, Benjamin Kye Jyn Tan, Guang-Bin Huang, Leong Chai Leow, Thun How Ong, Zhou Hao Leong, Adele Chin Wei Ng, Nicole Kye Wen Tan, Yi Siang Lee, Jun Yuan Koo, Joan Ern Xin Tan, Esther Yanxin Gao, Song Tar Toh

J Med Internet Res 2026 (Sep 25); 28:e78718

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Two young girls of color watch a tablet together, illuminated by blue and pink light.

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The Use of Waivers of Guardian Permission in the United States for Pediatric Digital Health Intervention Research Since 2020: Systematic Review

Colleen Stiles-Shields, Elyse Shenberger, Ann Bernica, Gabriella Bobadilla, Kandis Fletcher, Jasmine George, Sydney Gordon, Erika L Gustafson, Crystal S Hernandez, Taylor L Hilderbrand, Sarah N Kumi, Christine A Lee, Sarah I Lorduy, Meera Phanse, Lauren M Potthoff, Naomi Quezada, Dale L Smith, Holly J Hudson, Emily E Anderson

J Med Internet Res 2026 (Sep 25); 28:e87047

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Family of four looking at a tablet together

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Evidence and Future Directions for Pediatric Health Care Chatbots: Systematic Review

Seongwoo Yang, Ju Hyun Jin, Min Jung Kim, Seng Chan You, Kyung Won Kim

J Med Internet Res 2026 (Sep 25); 28:e98432

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Woman walking on a sunny city sidewalk lined with trees and buildings

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Wearable Sensors in Gait Assessment for Parkinson Disease and Stroke in Real-World Environments: Systematic Review and Meta-Analysis

Saskia Neumann, Jose Albites-Sanabria, Aileen C Naef, Andreas R Luft, Lorenzo Chiari, Chris Easthope Awai

J Med Internet Res 2026 (Sep 25); 28:e93413

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Radiologist reviews MRI brain scan on computer screen in medical imaging room

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AI Decision Support for Emergency Triage of Large Vessel Occlusion Using Noncontrast Computed Tomography: Systematic Review and Bayesian Diagnostic Test Accuracy Network Meta-Analysis

Huiqing Zhou, Li Liu, Bolun Fu, Bin Cao, Jiafu Ma, Kun Yang, Yuzhen Bao, Fengyong Yang, Xin Lian

J Med Internet Res 2026 (Sep 24); 28:e105068

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Doctor talks to female patient in hospital room with nurse in foreground

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Clinical Surveillance Technologies in Nonintensive Care Unit Hospital Settings: Systematic Review and Bayesian Network Meta-Analysis of Randomized Trials

Xinbo Yin, Xiangmin Li, Guoqing Huang, Xiaokai Wang

J Med Internet Res 2026 (Sep 24); 28:e98205

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Woman using smartphone and laptop on couch at night

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Digital Behavior Change Interventions for Digital Overuse: Scoping Review of Current Approaches and Emerging AI-Enabled Systems

Hyeonhak Kim, Sujung Kim, Jinwoong Kim, Sangjin Park

J Med Internet Res 2026 (Sep 23); 28:e101150

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Woman with glucose monitor smiles while using tablet on couch

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Stakeholder Perspectives on the Integration of AI in Diabetes Care: Systematic Review of Qualitative Studies

Héctor Martínez-Martínez, Julia Martínez-Alfonso, Belén Sánchez-Rojo-Huertas, María Eugenia Visier-Alfonso, Fernando Sebastián-Valles, Ana Díez-Fernández, Ana Pérez-Moreno, Vicente Martínez-Vizcaíno

J Med Internet Res 2026 (Sep 22); 28:e105329

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Man working on computer displaying medical research flowchart with icons for patients, data, and legs.

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Diagnostic Accuracy of AI in Prediction and Assessment of Compromised Free Flaps: Systematic Review and Meta-Analysis

Kuan-Chen Huang, Yu-Ying Chu, Melanie J Wang, Ren-Wen Huang, Yun-Jui Lu, Cheng-Hung Lin, Chung-Chen Hsu, Shih-Heng Chen, Yu-Te Lin, Che-Hsiung Lee

J Med Internet Res 2026 (Sep 22); 28:e91174

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Doctor analyzes brain MRI scans and AI neural network visualization on computer screen

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