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Knowledge Graph–Enhanced Deep Learning Model (H-SYSTEM) for Hypertensive Intracerebral Hemorrhage: Model Development and Validation

Yulong Xia, Jie Li, Bo Deng, Qilin Huang, Fenglin Cai, Yanfeng Xie, Xiaochuan Sun, Quanhong Shi, Wei Dan, Yan Zhan, Li Jiang

J Med Internet Res 2025;27:e66055

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Next-Generation Sequencing–Based Testing Among Patients With Advanced or Metastatic Nonsquamous Non–Small Cell Lung Cancer in the United States: Predictive Modeling Using Machine Learning Methods

Alan James Michael Brnabic, Ilya Lipkovich, Zbigniew Kadziola, Dan He, Peter M Krein, Lisa M Hess

JMIR Cancer 2025;11:e64399

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Wearable-Enhanced mHealth Intervention to Promote Physical Activity in Manual Wheelchair Users: Single-Group Pre-Post Feasibility Study

Zijian Huang, Dan McCoy, Rosemarie Cooper, Theresa M Crytzer, Yueyang Chi, Dan Ding

JMIR Rehabil Assist Technol 2025;12:e70063

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Eleven-Year Trajectories of Internet Usage Time and Depression Scores Among Middle-Aged and Older Adults in China: Latent Class Mixed Model Analysis

Mengyao Li, Zhongliang Zhou, Jing Wang, Dan Wang, Rebecca Mitchell, Wenhua Wang

J Med Internet Res 2025;27:e64581

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Early Predictive Accuracy of Machine Learning for Hemorrhagic Transformation in Acute Ischemic Stroke: Systematic Review and Meta-Analysis

Benqiao Wang, Bohao Jiang, Dan Liu, Ruixia Zhu

J Med Internet Res 2025;27:e71654

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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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The Application Status of Radiomics-Based Machine Learning in Intrahepatic Cholangiocarcinoma: Systematic Review and Meta-Analysis

Lan Xu, Zian Chen, Dan Zhu, Yingjun Wang

J Med Internet Res 2025;27:e69906

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Virtual Versus In-Person Intensive Outpatient Treatment for Eating Disorders During the COVID-19 Pandemic in United States–Based Treatment Facilities: Naturalistic Study

Virtual intensive outpatient program and in-person intensive outpatient demographic and clinical characteristics (N=270). a VIOP: virtual intensive outpatient program. b IOP: intensive outpatient. c Not applicable. d AN-R: anorexia nervosa restricting type. e AN-BP: anorexia nervosa. Binge/purge type. f BN: bulimia nervosa. g BED: binge eating disorder. h ARFID: avoidant/restrictive food intake disorder. i OSFED: other specified feeding or eating disorder. j ADHD: attention-deficit hyperactivity disorder.

Dan V Blalock, Philip S Mehler, Deborah M Michel, Alan Duffy, Daniel Le Grange, Anne M O'Melia, Renee D Rienecke