Digital Health Reviews

Just-In-Time Adaptive Interventions for Weight Management Among Adults With Excess Body Weight: Scoping Review

Jia Ying Jennell Koh, Sherman Xuanming Tan, Xue Min Tan, Celine Yu Han Tan, Soo Ling Chan, James Wai Kit Lee, Amanda Yuan Ling Lim, Weiqin Lin, Han Shi Jocelyn Chew

J Med Internet Res 2025 (Dec 25); 27:e76625

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Tele–Cognitive Behavioral Therapy for the Treatment of Diabetes-Related Distress in Individuals With Diabetes Mellitus: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Xiaohong Xu, Fang Wang, Shunqi Liao, Jingxian Liu, Lingyi Xiao

J Med Internet Res 2025 (Dec 24); 27:e80476

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Machine Learning in the Prediction of Venous Thromboembolism: Systematic Review and Meta-Analysis

Ruyi Ma, Weifeng Yu, Jian Tian, Yunyan Tang, Hua Fang, Xin Ming, Hua Liu

J Med Internet Res 2025 (Dec 23); 27:e77339

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Barriers to and Facilitators of Implementation of Internet-Delivered Therapist-Guided Therapy in Child and Adolescent Mental Health Services: Systematic Review and Bayesian Meta-Analysis

Annika Sannes, Erling W Rognli, Ketil Hanssen-Bauer, Nor Christian Torp, Silje Klundelien Storfossen, Markus Nordheim Høstaker, Marianne Aalberg

J Med Internet Res 2025 (Dec 22); 27:e83543

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Prognostic Prediction Models for Ulcerative Colitis: Systematic Review and Meta-Analysis

Zhijun Bu, Yuan Sun, Zeyang Shi, Liming Hu, Chuanlan Ju, Yuan Liu, Jing An, Huiyi Sun, Jianping Liu, Zhaolan Liu

J Med Internet Res 2025 (Dec 22); 27:e71944

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Tai Chi Chuan Auxiliary Training Systems in Health and Rehabilitation: Scoping Review

Hong Liu, Huibiao Li, Haoyu Huang, Jia Huang, Yanxin Zhang, Lidian Chen

J Med Internet Res 2025 (Dec 22); 27:e64207

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Toward Inclusive Design Heuristics for Digital Health Interventions for the Aging Population: Scoping Review

Kerstin Denecke, Lana Cvijic, Carolyn Petersen

J Med Internet Res 2025 (Dec 22); 27:e79449

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The Impact of Patient-Generated Health Data From Mobile Health Technologies on Health Care Management and Clinical Decision-Making: Narrative Scoping Review

Ava Keeling, John Downey, Matthew Halkes, Yinghui Wei

J Med Internet Res 2025 (Dec 19); 27:e77359

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Impact of Telerehabilitation on Rehabilitation Efficacy and Patient Satisfaction After Knee Surgery: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Yuang Wang, Xinge Liu, Qingyi Wu, Qiming Zhu, Ming Zhang

J Med Internet Res 2025 (Dec 19); 27:e76844

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Artificial Intelligence Platform Architecture for Hospital Systems: Systematic Review

Musitapa Maimaitiaili, Yiershatijiang Jiamaliding, Guangle Dai, Hui Xiao, Warisijiang Kuerbanjiang, Yuexiong Yi

J Med Internet Res 2025 (Dec 17); 27:e79788

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Generative AI Mental Health Chatbots as Therapeutic Tools: Systematic Review and Meta-Analysis of Their Role in Reducing Mental Health Issues

Qiyang Zhang, Renwen Zhang, Yiying Xiong, Yuan Sui, Chang Tong, Fu-Hung Lin

J Med Internet Res 2025 (Dec 16); 27:e78238

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Mobile Phone Messaging–Based Interventions to Improve Physical Activity in Patients With Cancer: Systematic Review and Meta-Analysis

Xueyan Cheng, Mu-Hsing Ho, Chun Kit Chan, Denise Shuk Ting Cheung

J Med Internet Res 2025 (Dec 15); 27:e73934

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Support Strategies and Interventions for eHealth Inclusion: Scoping Review

Wieke E Bouwes, Nynke D Scherpbier, Eveline Hage, Luc A R Tjalma, Esther I Metting

J Med Internet Res 2025 (Dec 12); 27:e79760

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Digital Biomarkers of Cytokine Release Syndrome: Scoping Review and Ontology Development of the Role and Relevance of Digital Measures Using a Mixed Methods Approach

Christopher J Medberry, Charlotte Zoe Angel, Ashita S Batavia, Sarah Bradley, Nunzio Camerlingo, Melinda Chen, Mohamed Datoo, Premal Kamdar, Erik Koenig, Lieke Kusters, Celine Marquez, Ujwani Nukala, Michael Pettinati, Ruth Phillips, Daniel P Sanchez, Nazila Shafagati, Jenifer Siegelman, Mark Stewart, Cindy Varga, Benjamin Vandendriessche, Matt Wilkes, Dana L Wolff-Hughes, David Zahavi, Sylvain Zorman, Samantha J McClenahan

J Med Internet Res 2025 (Dec 11); 27:e71956

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Development of a Hospital-at-Home Digital Twin for Patients With Frailty: Scoping Review

Faiza Yahya, Matthew Cooper, Wahib Saif, Mohamad Kassem, Hamde Nazar

J Med Internet Res 2025 (Dec 10); 27:e81510

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Data Visualization Support for Interdisciplinary Team Treatment Planning in Clinical Oncology: Scoping Review

Dominik Boehm, Cosima Strantz, Arsenij Ustjanzew, Iryna Manuilova, Alexander Scheiter, Thomas Pauli, Nicole Hechtel, Niklas Reimer, Jan Christoph, Hauke Busch, Thomas Ganslandt, Philipp Unberath

J Med Internet Res 2025 (Dec 09); 27:e69104

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Artificial Intelligence–Enabled Imaging for Predicting Preoperative Extraprostatic Extension in Prostate Cancer: Systematic Review and Meta-Analysis

Xin Zhang, Yiting Qi, Xi Wang, Haowen Chen, Jia Li

J Med Internet Res 2025 (Dec 09); 27:e80981

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Health Technologies and Infrastructures for Supporting Home-Based Pediatric Palliative Care: Scoping Review

Simen Alexander Steindal, Anette Winger, Kirsti Riiser, Erik Bjørnerud, Weiqin Chen, Heidi Holmen

J Med Internet Res 2025 (Dec 08); 27:e70687

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Promoting Responsible DeepSeek Deployment in Health Care: Scoping Review Comparing Grey and White Literature

Wang Jiang, Dan Wang, Yihang Zeng, Jiaqi Huang, Chang Xu, Chenxi Liu

J Med Internet Res 2025 (Dec 05); 27:e80770

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Application of Deep Learning-Based Multimodal Data Fusion for the Diagnosis of Skin Neglected Tropical Diseases: Systematic Review

G Yohannes Minyilu, Mohammed Abebe Yimer, Million Meshesha

JMIR AI 2025 (Dec 04); 4:e67584

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