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Federated Learning-Based Model for Predicting Mortality: Systematic Review and Meta-Analysis

Nurfaidah Tahir, Chau-Ren Jung, Shin-Da Lee, Nur Azizah, Wen-Chao Ho, Tsai-Chung Li

J Med Internet Res 2025;27:e65708

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Relationship Between Fear of Missing Out and Social Media Fatigue: Cross-Lagged Panel Design

Xue Yao, Junzhe Zhao, Wenfan Chao, Dongdong Gao, Minghui Wang, Guoxiang Zhao

J Med Internet Res 2025;27:e75701

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Identifying New Risk Associations Between Chronic Physical Illness and Mental Health Disorders in China: Machine Learning Approach to a Retrospective Population Analysis

Lizhong Liang, Tianci Liu, William Ollier, Yonghong Peng, Yao Lu, Chao Che

JMIR AI 2025;4:e72599

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Internet Health Information–Seeking Trend of Urinary Incontinence in Mainland China: Infodemiology Study

Shuangquan Lin, Lingxing Duan, Xiongbing Lu, Haichao Chao, Xi Wen, Shanzun Wei

JMIR Form Res 2025;9:e55670

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Development and Validation of a Predictive Model for Activities of Daily Living Dysfunction in Older Adults: Retrospective Analysis of Data From the China Health and Retirement Longitudinal Study

Fangbo Lin, Chao Liu, Hua Liu

JMIR Med Inform 2025;13:e73030

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Sarcopenia and Risk of Cognitive Impairment: Cohort Study and Mendelian Randomization Analysis

Tingting Sha, Yuqing Zhang, Jie Wei, Changjun Li, Chao Zeng, Guanghua Lei, Yilun Wang

JMIR Aging 2025;8:e66031

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Effectiveness of Telemedicine on Wound-Related and Patient-Reported Outcomes in Patients With Chronic Wounds: Systematic Review and Meta-Analysis

Xiaoyan Zhang, Zhanghui Guo, Yu Duan, Chao Sun, Jiayin Luo

JMIR Mhealth Uhealth 2025;13:e58553

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Factors Influencing the Severity of Urinary and Defecatory Dysfunction Among the Middle-Aged and Older Adult Chinese Population: Longitudinal Study of a 5-Wave Survey Cohort

Haoran Zhu, Xiaoming Li, Liwei Jing, Jingli Kou, Lichao Gong, Rui Wang, Guangtian Liu, Chao Zhang, Jiayi Zhao, Jing Zhang

JMIR Aging 2025;8:e70541

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Identifying Kidney Stone Risk Factors Through Patient Experiences With a Large Language Model: Text Analysis and Empirical Study

Chao Mao, Jiaxuan Li, Patrick Cheong-Iao Pang, Quanjing Zhu, Rong Chen

J Med Internet Res 2025;27:e66365

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Association Between Sleep Duration and Cognitive Frailty in Older Chinese Adults: Prospective Cohort Study

Ruixue Cai, Jianqian Chao, Chenlu Gao, Lei Gao, Kun Hu, Peng Li

JMIR Aging 2025;8:e65183

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