Digital Health Reviews

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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The Efficacy of Rule-Based Versus Large Language Model-Based Chatbots in Alleviating Symptoms of Depression and Anxiety: Systematic Review and Meta-Analysis

Qiuxue Du, Yongliang Ren, Ze-long Meng, Han He, Shasha Meng

J Med Internet Res 2025 (Dec 04); 27:e78186

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Impact of Cyberchondria on Health and Quality of Life: Scoping Review

Chenxi Yang, Richard Huan Xu

J Med Internet Res 2025 (Dec 04); 27:e77977

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Virtual Care, What Are We Measuring and What Should We Measure? Scoping Review of Reviews

Melanie Powis, Anum Ali, Jackelyn Salmini, Saidah Hack, Rouhi Fazelzad, Lisa Barbara, Alejandro Berlin, Matthew Cheung, Mary DeVera, Annemarie Edwards, Helen McTaggart-Cowan, Robert Olson, Stuart Peacock, Ambreen Sayani, Simron Singh, Monika K Krzyzanowska

J Med Internet Res 2025 (Dec 01); 27:e65312

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Knowledge-Practice Performance Gap in Clinical Large Language Models: Systematic Review of 39 Benchmarks

Eun Jeong Gong, Chang Seok Bang, Jae Jun Lee, Gwang Ho Baik

J Med Internet Res 2025 (Dec 01); 27:e84120

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Interactive Conversational Agents to Improve Dietary Behaviors for Health Promotion: Mixed Systematic Review

Samira Amil, Marie-Pierre Gagnon, Alexandra Bédard, Sié Mathieu Aymar Romaric Da, Daniela Zavala Mora, Vicky Drapeau, Sophie Desroches

J Med Internet Res 2025 (Nov 28); 27:e78220

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Social Media Use Among Parents and Caregivers of Children With Rare Genetic Diseases: Scoping Review

Charlotte Davis, Laura Bogaert, John Powell, Karen Low

J Med Internet Res 2025 (Nov 28); 27:e77087

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Radiomics-Based Machine Learning for the Detection of Myometrial Invasion in Endometrial Cancer: Systematic Review and Meta-Analysis

Wanhao Jiang, Huali Wang, Yumeng Cui

J Med Internet Res 2025 (Nov 27); 27:e78809

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AI in Esophageal Motility Disorders: Systematic Review of High-Resolution Manometry Studies

Eun Jeong Gong, Chang Seok Bang, Jae Jun Lee, Gwang Ho Baik

J Med Internet Res 2025 (Nov 27); 27:e85223

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The Effectiveness of Nurse-Led Telecare Consultations Among Patients Who Have Experienced a Stroke: Systematic Review and Meta-Analysis

Arkers Kwan Ching Wong, Shi Yi Zhou, Xingjuan Tao, Nok Yi Tsui, Vivian Wai Yan Kwok, Robbie Mian Wang, Jonathan Bayuo

J Med Internet Res 2025 (Nov 27); 27:e74149

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The Effectiveness of AI Chatbots in Alleviating Mental Distress and Promoting Health Behaviors Among Adolescents and Young Adults: Systematic Review and Meta-Analysis

Xinyu Feng, Lidan Tian, Grace W K Ho, Janelle Yorke, Vivian Hui

J Med Internet Res 2025 (Nov 26); 27:e79850

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Socially Assistive Robots for Pain Management and Emotional Responses in Pediatric Hospital Care: Systematic Review and Meta-Analysis

Fang Yu Hsu, Yun Hsuan Lee, Jia-Ling Tsai, Angela Shin-Yu Lien

J Med Internet Res 2025 (Nov 26); 27:e76427

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Deep Learning–Assisted Automated Diagnosis of Osteoporosis Based on Computed Tomography Scans: Systematic Review and Meta-Analysis

Aobo Wang, Ziqian Ma, Tianyi Wang, Ruiyuan Chen, Yu Xi, Qichao Wu, Shuo Yuan, Ning Fan, Peng Du, Lei Zang

J Med Internet Res 2025 (Nov 24); 27:e77155

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Detection and Management of Geographic Atrophy Secondary to Age-Related Macular Degeneration Using Noninvasive Retinal Images and Artificial Intelligence: Systematic Review

Nannan Shi, Jiaxian Li, Mengqiu Shang, Weidao Zhang, Kai Xu, Yamin Li, Lina Liang

J Med Internet Res 2025 (Nov 21); 27:e81328

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Impact of Digital Interventions on the Treatment Burden of Patients With Chronic Conditions: Systematic Review

Manria Polus, Pantea Keikhosrokiani, Olli Korhonen, Woubshet Behutiye, Minna Isomursu

J Med Internet Res 2025 (Nov 21); 27:e66874

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Considerations for Patient Privacy of Large Language Models in Health Care: Scoping Review

Xiaoying Zhong, Siyi Li, Zhao Chen, Long Ge, Dongdong Yu, Shijia Wang, Liangzhen You, Hongcai Shang

J Med Internet Res 2025 (Nov 21); 27:e76571

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Functions, Features, and Psychological Well-Being Impacts of Type 1 Diabetes Self-Management Mobile and Web Apps: Systematic Review

Titouan Cloarec, Katie Cunneen, David Nickson, Simon Leigh, Petra Hanson, Carla Toro

J Med Internet Res 2025 (Nov 19); 27:e75280

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Exploring Primary Care Patients’ Perspectives on Artificial Intelligence: Systematic Literature Review and Qualitative Meta-Synthesis

Alisa Mundzic, Robin Bogdanffy, David Sundemo, Pär-Daniel Sundvall, Jonathan Widén, Peter Nymberg, Carl Wikberg, Anna Moberg, Ronny Gunnarsson, Artin Entezarjou

JMIR AI 2025 (Nov 19); 4:e72211

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The Impact of Digital Technology on the Physical Health of Older Workers: Scoping Review

Jeroen JA Spijker, Hande Barlın, Melina Dritsaki, Yang Gu, Aija Klavina, Nilufer Korkmaz Yaylagul, Gunilla Kulla, Murat Anil Mercan, Eda Orhun, Anna Sevcikova, Brigid Unim, Gunay Yildizer, Cristina Maria Tofan

JMIR Aging 2025 (Nov 18); 8:e78406

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Understanding Adherence to Digital Health Technologies: Systematic Review of Predictive Factors

Teodora Figueiredo, Leovaldo Alcântara, Joana Carrilho, Constança Paúl, Elísio Costa

J Med Internet Res 2025 (Nov 17); 27:e77362

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