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Enhancing the Accuracy of Human Phenotype Ontology Identification: Comparative Evaluation of Multimodal Large Language Models

Wei Zhong, Mingyue Sun, Shun Yao, YiFan Liu, Dingchuan Peng, Yan Liu, Kai Yang, HuiMin Gao, HuiHui Yan, WenJing Hao, YouSheng Yan, ChengHong Yin

J Med Internet Res 2025;27:e73233

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Application of the Bidirectional Encoder Representations from Transformers Model for Predicting the Abbreviated Injury Scale in Patients with Trauma: Algorithm Development and Validation Study

Jun Tang, Yang Li, Keyu Luo, Jiangyuan Lai, Xiang Yin, Dongdong Wu

JMIR Form Res 2025;9:e67311

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Large Language Models as a Consulting Hotline for Patients With Breast Cancer and Specialists in China: Cross-Sectional Questionnaire Study

Hui Liu, Jialun Peng, Lu Li, Ao Deng, XiangXin Huang, Guobing Yin, Haojun Luo

JMIR Med Inform 2025;13:e66429

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Digital Therapeutics in China: Comprehensive Review

Nan Jiang, Xiru Yu, Yuxi Yang, Guanqiao Li, Chanchan He, Man Ping Wang, Yih Chung Tham, Tien Yin Wong, Keqin Rao

J Med Internet Res 2025;27:e70955

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Digital Intervention in Children With Developmental Language Disorder: Systematic Review

Zhaowen Zhou, Cheng Deng, Dongling Yin, Qiaoxue Yang, Zhuoming Chen

JMIR Mhealth Uhealth 2025;13:e59992

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Patient Triage and Guidance in Emergency Departments Using Large Language Models: Multimetric Study

Chenxu Wang, Fei Wang, Shuhan Li, Qing-wen Ren, Xiaomei Tan, Yaoyu Fu, Di Liu, Guangwu Qian, Yu Cao, Rong Yin, Kang Li

J Med Internet Res 2025;27:e71613

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Co-Designing an Antiracist Dental Health System: Protocol for an Aboriginal and Torres Strait Islander–Led Mixed Methods Study

Brianna Poirier, Joanne Hedges, Dandara Haag, Yin Paradies, Tamara Mackean, João Bastos, Catherine Leane, Gustavo Soares, Sneha Sethi, Jessica Manuela, Pedro Santiago, Kelli Owen, Natalie Bauer, Jodie Milne, Ashleigh Smith, Kelly Smith, Priscilla Larkins, Madison Cachagee, Vaibhav Garg, Latisha Sykora, Nicolas Reid, Michael Larkin, Jayde Fuller, Lisa Jamieson

JMIR Res Protoc 2025;14:e69012

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Population-Wide Depression Incidence Forecasting Comparing Autoregressive Integrated Moving Average and Vector Autoregressive Integrated Moving Average to Temporal Fusion Transformers: Longitudinal Observational Study

Deliang Yang, Yiyi Tang, Vivien Kin Yi Chan, Qiwen Fang, Sandra Sau Man Chan, Hao Luo, Ian Chi Kei Wong, Huang-Tz Ou, Esther Wai Yin Chan, David Makram Bishai, Yingyao Chen, Martin Knapp, Mark Jit, Dawn Craig, Xue Li

J Med Internet Res 2025;27:e67156

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Nonadherence to Diabetes Complications Screening in a Multiethnic Asian Population: Protocol for a Mixed Methods Prospective Study

Amudha Aravindhan, Eva Fenwick, Aurora Wing Dan Chan, Ryan Eyn Kidd Man, Wern Ee Tang, Ngiap Chuan Tan, Charumathi Sabanayagam, Junxing Chay, Lok Pui Ng, Wei Teen Wong, Wern Fern Soo, Shin Wei Lim, Ecosse L Lamoureux

JMIR Res Protoc 2025;14:e63253

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Diagnosis of Sarcopenia Using Convolutional Neural Network Models Based on Muscle Ultrasound Images: Prospective Multicenter Study

Zi-Tong Chen, Xiao-Long Li, Feng-Shan Jin, Yi-Lei Shi, Lei Zhang, Hao-Hao Yin, Yu-Li Zhu, Xin-Yi Tang, Xi-Yuan Lin, Bei-Lei Lu, Qun Wang, Li-Ping Sun, Xiao-Xiang Zhu, Li Qiu, Hui-Xiong Xu, Le-Hang Guo

J Med Internet Res 2025;27:e70545

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