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Large Language Model Applications for Health Information Extraction in Oncology: Scoping Review

David Chen, Saif Addeen Alnassar, Kate Elizabeth Avison, Ryan S Huang, Srinivas Raman

JMIR Cancer 2025;11:e65984

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Efficacy of eHealth Interventions for Hemodialysis Patients: Systematic Review and Meta-Analysis

Xu-Hua Zhou, Hui Chen, Weiwei Yang, Li Wang, Lin Chen, Ying Zhu, Yingjun Zhang, Mei Shi, Qin Zhang

J Med Internet Res 2025;27:e67246

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Convolutional Neural Network Models for Visual Classification of Pressure Ulcer Stages: Cross-Sectional Study

Changbin Lei, Yan Jiang, Ke Xu, Shanshan Liu, Hua Cao, Cong Wang

JMIR Med Inform 2025;13:e62774

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Policy Spotlight Effects on Critical Time-Sensitive Diseases: Nationwide Retrospective Cohort Study on Taiwan’s Hospital Emergency Capability Categorization Policy

Chih-Yuan Lin, Chih-Ching Liu, Yu-Tung Huang, Yue-Chune Lee

Interact J Med Res 2025;14:e54651

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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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Identifying Data-Driven Clinical Subgroups for Cervical Cancer Prevention With Machine Learning: Population-Based, External, and Diagnostic Validation Study

Zhen Lu, Binhua Dong, Hongning Cai, Tian Tian, Junfeng Wang, Leiwen Fu, Bingyi Wang, Weijie Zhang, Shaomei Lin, Xunyuan Tuo, Juntao Wang, Tianjie Yang, Xinxin Huang, Zheng Zheng, Huifeng Xue, Shuxia Xu, Siyang Liu, Pengming Sun, Huachun Zou

JMIR Public Health Surveill 2025;11:e67840

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User-Centered Prototype Design of a Health Care Robot for Treating Type 2 Diabetes in the Community Pharmacy: Development and Usability Study

Ching-Ju Chiu, Lin-Chun Hua, Jung-Hsien Chiang, Chieh-Ying Chou

JMIR Hum Factors 2025;12:e48226

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Improving the Robustness and Clinical Applicability of Automatic Respiratory Sound Classification Using Deep Learning–Based Audio Enhancement: Algorithm Development and Validation

Jing-Tong Tzeng, Jeng-Lin Li, Huan-Yu Chen, Chu-Hsiang Huang, Chi-Hsin Chen, Cheng-Yi Fan, Edward Pei-Chuan Huang, Chi-Chun Lee

JMIR AI 2025;4:e67239

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A Hybrid Deep Learning–Based Feature Selection Approach for Supporting Early Detection of Long-Term Behavioral Outcomes in Survivors of Cancer: Cross-Sectional Study

Tracy Huang, Chun-Kit Ngan, Yin Ting Cheung, Madelyn Marcotte, Benjamin Cabrera

JMIR Bioinform Biotech 2025;6:e65001

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Effects of a Mobile Health Intervention Based on Behavioral Integrated Model on Cognitive and Behavioral Changes in Gestational Weight Management: Randomized Controlled Trial

Meng Zhou, Li Wang, Ying Deng, Jinjin Ge, Shiqi Zhao, Hua You

J Med Internet Res 2025;27:e55844

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