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Artificial Intelligence Performance in Image-Based Cancer Identification: Umbrella Review of Systematic Reviews

He-Li Xu, Ting-Ting Gong, Xin-Jian Song, Qian Chen, Qi Bao, Wei Yao, Meng-Meng Xie, Chen Li, Marcin Grzegorzek, Yu Shi, Hong-Zan Sun, Xiao-Han Li, Yu-Hong Zhao, Song Gao, Qi-Jun Wu

J Med Internet Res 2025;27:e53567

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Optimizing Initial Vancomycin Dosing in Hospitalized Patients Using Machine Learning Approach for Enhanced Therapeutic Outcomes: Algorithm Development and Validation Study

Heonyi Lee, Yi-Jun Kim, Jin-Hong Kim, Soo-Kyung Kim, Tae-Dong Jeong

J Med Internet Res 2025;27:e63983

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Decomposition and Comparative Analysis of Urban-Rural Disparities in eHealth Literacy Among Chinese University Students: Cross-Sectional Study

Yao Yu, Zhenning Liang, Qingping Zhou, Yusupujiang Tuersun, Siyuan Liu, Chenxi Wang, Yuying Xie, Xinyu Wang, Zhuotong Wu, Yi Qian

J Med Internet Res 2025;27:e63671

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Application of Behavior Change Techniques and Rated Quality of Smoking Cessation Apps in China: Content Analysis

Qiumian Hong, Shuochi Wei, Hazizi Duoliken, Lefan Jin, Ning Zhang

JMIR Mhealth Uhealth 2025;13:e56296

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AI-Derived Blood Biomarkers for Ovarian Cancer Diagnosis: Systematic Review and Meta-Analysis

He-Li Xu, Xiao-Ying Li, Ming-Qian Jia, Qi-Peng Ma, Ying-Hua Zhang, Fang-Hua Liu, Ying Qin, Yu-Han Chen, Yu Li, Xi-Yang Chen, Yi-Lin Xu, Dong-Run Li, Dong-Dong Wang, Dong-Hui Huang, Qian Xiao, Yu-Hong Zhao, Song Gao, Xue Qin, Tao Tao, Ting-Ting Gong, Qi-Jun Wu

J Med Internet Res 2025;27:e67922

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Multidimensional Evaluation of the Process of Constructing Age-Friendly Communities Among Different Aged Community Residents in Beijing, China: Cross-Sectional Questionnaire Study

Yingchun Peng, Zhiying Zhang, Ruyi Zhang, Yiyao Zhang, Runying Wang, Jiaying Zhang, Shaoqi Zhai, Qilin Jin, Jiaojiao Zhou, Jingjing Chen

JMIR Public Health Surveill 2025;11:e66248

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Spatiotemporal and Behavioral Patterns of Men Who Have Sex With Men Using Geosocial Networking Apps in Shenzhen From Mobile Big Data Perspective: Longitudinal Observational Study

Lan Wei, Yongsheng Wu, Lin Chen, Jinquan Cheng, Jin Zhao

J Med Internet Res 2025;27:e69569

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Public Attitudes Toward Violence Against Doctors: Sentiment Analysis of Chinese Users

Yuwen Zheng, Meirong Tian, Jingjing Chen, Lei Zhang, Jia Gao, Xiang Li, Jin Wen, Xing Qu

JMIR Med Inform 2025;13:e63772

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AI Chatbots for Psychological Health for Health Professionals: Scoping Review

Gumhee Baek, Chiyoung Cha, Jin-Hui Han

JMIR Hum Factors 2025;12:e67682

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Application of Internet Hospitals in the Disease Management of Patients With Ulcerative Colitis: Retrospective Study

Tianzhi Yu, Wanyu Li, Yingchun Liu, Chunjie Jin, Zimin Wang, Hailong Cao

J Med Internet Res 2025;27:e60019

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