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Examining the Effects of the Protection Motivation Theory–Based Online Intervention on Improving the Cognitive Behavioral Outcomes of Caregivers of Children With Atopic Diseases: Quasi-Experimental Study

Dequan Shen, Qinzhun Zhang, Jiayu Tang, Jiahui Wu, Hui Huang, Yuchang Xu, Yinan He, Jialu He, Chengyin Ye

J Med Internet Res 2025;27:e72925

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Advancing the Use of Longitudinal Electronic Health Records: Tutorial for Uncovering Real-World Evidence in Chronic Disease Outcomes

Feiqing Huang, Jue Hou, Ningxuan Zhou, Kimberly Greco, Chenyu Lin, Sara Morini Sweet, Jun Wen, Lechen Shen, Nicolas Gonzalez, Sinian Zhang, Katherine P Liao, Tianrun Cai, Zongqi Xia, Florence T Bourgeois, Tianxi Cai

J Med Internet Res 2025;27:e71873

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Likelihood of Leveraging Augmented Reality Technology to Promote HIV Prevention and Treatment Among Adolescent Girls and Young Women in Cameroon: Cross-Sectional Survey

Zhao Ni, Intan Maharani Sulistyawati Batubara, Jackson Jr Nforbewing Ndenkeh, Georges Bediang, Habakkuk Yumo, Xuehong Zhang, Sunyong Oh, Yuchen Zhao, LaRon E Nelson

JMIR Pediatr Parent 2025;8:e69471

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Large Language Models and Artificial Neural Networks for Assessing 1-Year Mortality in Patients With Myocardial Infarction: Analysis From the Medical Information Mart for Intensive Care IV (MIMIC-IV) Database

Boqun Shi, Liangguo Chen, Shuo Pang, Yue Wang, Shen Wang, Fadong Li, Wenxin Zhao, Pengrong Guo, Leli Zhang, Chu Fan, Yi Zou, Xiaofan Wu

J Med Internet Res 2025;27:e67253

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Evaluation and Bias Analysis of Large Language Models in Generating Synthetic Electronic Health Records: Comparative Study

Ruochen Huang, Honghan Wu, Yuhan Yuan, Yifan Xu, Hao Qian, Changwei Zhang, Xin Wei, Shan Lu, Xin Zhang, Jingbao Kan, Cheng Wan, Yun Liu

J Med Internet Res 2025;27:e65317

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Development of a 5-Year Risk Prediction Model for Transition From Prediabetes to Diabetes Using Machine Learning: Retrospective Cohort Study

The fully automatic electronic sphygmomanometer was used to measure the participants’ blood pressure in the right upper arm after sitting still and resting for 10 min. The measurement of blood pressure was made twice, each time with an interval of 1-2 minutes, and the average of the 2 readings was taken and recorded. Blood samples were collected from the antecubital vein after an 8- to 10-hour fast and were promptly sent to the clinical laboratory for processing.

Yongsheng Zhang, Hongyu Zhang, Dawei Wang, Na Li, Haoyue Lv, Guang Zhang

J Med Internet Res 2025;27:e73190

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Efficacy of Virtual Reality–Based Interventions on Cognitive Function in Patients With Neuropsychiatric Disorders: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Notably, intervention sessions exhibited significant variation in frequency (2‐5 times weekly), session duration (15‐60 min), total session count (6‐40 sessions), and overall intervention duration (2 wk to 8 mo). The control groups were subjected to random assignments, wherein they were allocated to either the conventional intervention or waitlist conditions for the entire study duration.

Qiujing Du, Yuhan Wei, Yuexuan Ma, Changqing Liu, Shanshan Du, Qi Zhang, Xiaotong Gong, Jiaju Yang, Qijie Li, Ka Li