Digital Health Reviews

Digital Technologies That Support Meaningful Connections in Care Homes: Scoping Review

Deborah Muldrew, Rosemary Bradley, Kelly Conway

J Med Internet Res 2026 (Mar 03); 28:e88181

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Accuracy of Medical Image–Based Deep Learning for Detecting Microvascular Invasion in Hepatocellular Carcinoma: Systematic Review and Meta-Analysis

Wei Feng, Bo Qu, Shuo Han

J Med Internet Res 2026 (Mar 02); 28:e82000

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Distinguishing Common Digital Phenotyping and Self-Report Parameters for Monitoring and Predicting Depression: Scoping Review

Lisa Busshart, Milica Petrovic, Rebeka Amin, Ulrich Hegerl

JMIR Mhealth Uhealth 2026 (Mar 02); 14:e70840

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Machine Learning in Left Ventricular Hypertrophy Detection: Systematic Review and Meta-Analysis

Yilin Li, Ke Zhao, Jing Wu

J Med Internet Res 2026 (Feb 27); 28:e76637

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Digital Health Interventions to Promote Physical Activity Among Adolescents: Systematic Review

Rui Shi Fan, Jia Jun Jiang, Qing Yuan Zhou, Xin Yue Zhang, Zhou Hang Wu, Liu Ji

J Med Internet Res 2026 (Feb 27); 28:e82395

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Application of AI-Generated Content in Medical Education: Systematic Review of the Impact on Critical Thinking Abilities of Medical Students

Jinlei Li, Fen Ai, Jueyan Wang, Bingxin Cheng, Yu Li, Zhen Chen

JMIR Med Educ 2026 (Feb 27); 12:e79939

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Effectiveness of Telerehabilitation Interventions for Self-Management of Tinnitus: Update of a Systematic Review

Sara Demoen, Elise Van Kerchove, Annick Timmermans, Vincent Van Rompaey, Sarah Michiels, Annick Gilles

J Med Internet Res 2026 (Feb 27); 28:e83529

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AI-Enabled Wearables for Motor Function Assessment and Rehabilitation in Parkinson Disease: Scoping Review

Shengting Li, Siqi Chen, Xiaosong Yu, Huixiang Shang, Tingting Tu, Mingtao Quan

J Med Internet Res 2026 (Feb 26); 28:e85596

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Using Health Information Systems to Support Behavioral Interventions in Local Contexts: Scoping Review

Xi Yang, Martin Dijst, Joost G Daams, Marc Suhrcke, Haoran Yang, Ronald Cornet

JMIR Med Inform 2026 (Feb 25); 14:e77296

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The Effects of Digital Health Interventions for Family Members in Intensive Care Units: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Chuchu Zhang, Weijing Sui, Weilin Jiang, Yibing Shen, Zhenzhen Huang, Ran Yan, Jia Yi, Jiayu Zhang, Chaoyi Zhang, Yiyu Zhuang, Xiaoyan Gong

J Med Internet Res 2026 (Feb 25); 28:e83294

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Design Practices for Data Dashboards in Health Care: Scoping Review

Heike Vornhagen, Stephen Barrett, Ciara Carroll, Lydia Kavochi Iladiva, Gregory Martin, Declan McKeown, Jennifer Martin

J Med Internet Res 2026 (Feb 25); 28:e77361

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The Predictive Value of Machine Learning for Postoperative Delirium in Cardiac Surgery: Systematic Review and Meta-Analysis

Yi Guo, Hong Xu, Ankui Wang, Mingming Zhang, Shuai Zhang, Peng Xie

J Med Internet Res 2026 (Feb 23); 28:e72304

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AI and Wearables for Early Detection of Cognitive Impairment and Dementia: Systematic Review

Ander Cejudo, Markel Arrojo, Cristina Martín, Aitor Almeida

J Med Internet Res 2026 (Feb 23); 28:e86262

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Securing Federated Learning With Blockchain in the Medical Field: Systematic Literature Review

Xudong Wang, Yi Xie, Xiaoliang Chen, Jiaming Yang, Ruiyuan Li, Weihang Gao, Zineng Yan, Hong Zhou, Zhewei Ye

J Med Internet Res 2026 (Feb 19); 28:e79052

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Machine Learning for Predicting Stroke Risk Stratification Using Multiomics Data: Systematic Review

Hae Young Yoo, Hyerim Shin, Eun-Jung Kim, Youn-Jung Son

J Med Internet Res 2026 (Feb 19); 28:e85654

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Determinants of Equitable Data Governance for African, Caribbean, and Black Communities in Health Research in High-Income Countries: Protocol for a Scoping Review

Josephine Etowa, Shamara Baidoobonso, Doris Kakuru, OmiSoore Dryden, Chinedu Oraka, Egbe Etowa, Peter Farrell, Sandra Mba, Akalewold Gebremeskel, Arone Wondwossen Fantaye

JMIR Res Protoc 2026 (Feb 13); 15:e82403

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Text-Based Depression Estimation Using Machine Learning With Standard Labels: Systematic Review and Meta-Analysis

Shengming Zhang, Chaohai Zhang, Jiaxin Zhang

J Med Internet Res 2026 (Feb 11); 28:e82686

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Data-Driven Guideline Adherence in Data Representation and Compliance Measurement: Scoping Review

Minh Trang Hoang, Candice Donnelly, Christina Igasto, Amith Shetty, Malcolm Pradhan, Tim Shaw

J Med Internet Res 2026 (Feb 09); 28:e79937

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Digital Inequalities in the Use of eHealth Services in European Public Health Care Systems: Systematic Review of Observational Studies

Garazi Monasterio, Marcos José Fernández-López, Erika Valero, Unai Martin, Amaia Ayala-García

J Med Internet Res 2026 (Feb 09); 28:e81841

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Interventions That Use Highly Visual Social Media Platforms to Tackle Unhealthy Body Image in Adolescents and Young Adults: Systematic Review of Randomized Controlled Trials and Quasi-Experimental Studies

Anthony Copez-Lonzoy, Janina Bazalar-Palacios, Nikol Mayo-Puchoc, Gustavo Calderon de la Cruz, Liliana Cruz-Ausejo, Evelyn Goicochea-Ríos, Juan Carlos Bazo-Alvarez

J Med Internet Res 2026 (Feb 09); 28:e80141

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