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Identification and Localization of Breast Tumor Components via a Convolutional Neural Network Based on High-Frequency Ultrasound Combined With Histopathologic Registration: Prospective Study

Jia-Qian Yao, Wen-Wen Zhou, Zhi-Fei Chai, Fei Ren, Tong-Yi Huang, Tian-Tian Zhen, Hui-Juan Shi, Xiao-Yan Xie, Ze Zhao, Ming Xu

JMIR Med Inform 2026;14:e81181

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Two-Minute Deep Learning–Powered Brain Quantitative Mapping: Accelerating Clinical Imaging With Synthetic Magnetic Resonance Imaging

Yawen Liu, Hongxia Yin, Zuofeng Zheng, Wenjuan Liu, Tingting Zhang, Linkun Cai, Haijun Niu, Han Lv, Zhenghan Yang, Zhenchang Wang, Pengling Ren

JMIR Med Inform 2026;14:e79389

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Diagnostic Performance of Deep Learning and Radiomics in Extracranial Carotid Plaque Detection: Systematic Review and Meta-Analysis

Lingjie Ju, Yongsheng Guo, Haiyong Guo, Ruijuan Liu, Yiyang Wang, Siyu Wang, Na Ma, Junhong Ren

J Med Internet Res 2026;28:e77092

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Predictive Model of Acupuncture Adherence in Alzheimer Disease: Secondary Analysis of Randomized Controlled Trials

Ze-Hao Chen, Ran Li, Yu-Hang Jiang, Jia-Kai He, Shan-Shan Yan, Guan-Hua Zong, Zong-Xi Yi, Xin-Yu Ren, Bao-Hui Jia

JMIR Aging 2026;9:e82787

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Development and Validation of Machine Learning Models for Predicting Falls Among Hospitalized Older Adults: Retrospective Cross-Sectional Study

Xiyao Yang, Juan Ren, Dan Su, Manzhen Bao, Miao Zhang, Xiaoming Chen, Yanhua Li, Zonggui Wang, Xiujing Dai, Zengzeng Wei, Shuiyu Zhang, Yuxin Zhang, Juan Li, Xiaolin Li, Junjin Xu, Nan Mo

JMIR Aging 2026;9:e80602

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Coagulation Risk Prediction in Patients With Liver Failure: Integrated Meta-Analysis and Machine Learning Model Study

Hao Wang, Tao He, Liang Ren, Tingjun Zhang

JMIR Med Inform 2025;13:e76348

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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;27:e78186

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The Validity of Generative Artificial Intelligence in Evaluating Medical Students in Objective Structured Clinical Examination: Experimental Study

Masashi Yokose, Takanobu Hirosawa, Tetsu Sakamoto, Ren Kawamura, Yudai Suzuki, Yukinori Harada, Taro Shimizu

JMIR Form Res 2025;9:e79465

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The Mechanism of Online Health Information Seeking Switching to Online Medical Consultation: Cross-Sectional Study

Lijiang Zhang, Jingjing Xia, Hui Chen, Yang Bai, Jun Wang, Liuan Wang, Wenjie Ren

JMIR Form Res 2025;9:e78397

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Accuracy of Large Language Model Responses Versus Internet Searches for Common Questions About Glucagon-Like Peptide-1 Receptor Agonist Therapy: Exploratory Simulation Study

Sarah Ying Tse Tan, Gerald Gui Ren Sng, Phong Ching Lee

JMIR Form Res 2025;9:e78289

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