Decision Support for Health Professionals

Development and Validation of a Predictive Model for Severe Tubular Atrophy/Interstitial Fibrosis in Patients with IgA Nephropathy: Multicenter Retrospective Study

Caizheng Yu, Zhitong Niu, Qin Fang, Qing Lei

JMIR Med Inform 2025 (Oct 28); 13:e78761

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Predicting Postoperative Recurrence Using a Support Vector Machine for Patients With Esophageal Squamous Cell Carcinoma: Machine Learning Modeling Development and Validation Study

Meng Qing Xu, Zhi Sheng Jiang, Wan Yu Liao, Ying Kang, Xiao Yue Feng, Kang Jiang, Qiong Jiang, Zhuang Zhuang Cong, Jing Luo, Lin Wu, Yi Shen, Fang Yu Wang

JMIR Cancer 2025 (Oct 23); 11:e68027

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Global Adoption, Promotion, Impact, and Deployment of AI in Patient Care, Health Care Delivery, Management, and Health Care Systems Leadership: Cross-Sectional Survey

Obinna O Oleribe, Andrew W Taylor-Robinson, Vetty R Agala, Olajide O Sobande, Ricardo Izurieta, Simon D Taylor-Robinson

J Med Internet Res 2025 (Oct 22); 27:e70805

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Interpretable Machine Learning Model for Predicting and Assessing the Risk of Diabetic Nephropathy: Prediction Model Study

Yili Wen, Zhiqiang Wan, Huiling Ren, Xu Wang, Weijie Wang

JMIR Med Inform 2025 (Oct 22); 13:e64979

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Development and Validation of an Extra Spindle Pole Bodies–like 1–Based Diagnostic and Prognostic Model for Hepatitis B Virus–Related Hepatocellular Carcinoma: Retrospective Cohort Study

Lu-Huai Feng, Hengkai Liang, Bobin Hu, Lu Wei, Qingmei Li, Tumei Su, Qianbing Yin, Yanfei Feng, Long Huang, Hongqian Liang, Minghua Su, Jianning Jiang

JMIR Med Inform 2025 (Oct 22); 13:e78354

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Performance of Automatic Speech Analysis in Detecting Depression: Systematic Review and Meta-Analysis

Patricia Laura Maran, María Dolores Braquehais, Alexandra Vlaic, María Teresa Alonzo-Castillo, Júlia Vendrell-Serres, Josep Antoni Ramos-Quiroga, Amanda Rodríguez-Urrutia

JMIR Ment Health 2025 (Oct 22); 12:e67802

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Integration of an Artificial Intelligence–Based Autism Diagnostic Device into the ECHO Autism Primary Care Workflow: Prospective Observational Study

Kristin Sohl, Erik Linstead, Kelianne Heinz, Elia Eiroa Lledo, Alicia Brewer Curran, Melissa Mahurin, Valeria Nanclares-Nogués, Carmela Salomon, Minda Seal, Sharief Taraman

JMIR Form Res 2025 (Oct 21); 9:e80733

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Survival Prediction for Postoperative Patients With Kidney Cancer Based on Computed Tomography Radiomics: Retrospective Cohort Study

Guizhen He, Liwen Lai, Guoan Yu, Haowen Pang, Xiaohui Yu, Huaiwen Zhang, Qingxiu Zhu, Yingzi Lv

JMIR Med Inform 2025 (Oct 21); 13:e73162

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Rapid Liver Fibrosis Evaluation Using the UNet-ResNet50-32 × 4d Model in Magnetic Resonance Elastography: Retrospective Study

Pei-Yuan Su, Han-Jie Shih, Jia-Lang Xu

JMIR Med Inform 2025 (Oct 20); 13:e80351

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Automated Esophageal Cancer Staging From Free-Text Radiology Reports: Large Language Model Evaluation Study

Yao Yao, Xingxing Cen, Lu Gan, Jiehui Jiang, Min Wang, Yinghui Xu, Junyi Yuan

JMIR Med Inform 2025 (Oct 17); 13:e75556

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Evaluation of an AI-Based Clinical Decision Support System for Perioperative Care of Older Patients: Ethical Analysis of Focus Groups With Older Adults

Nina Parchmann, Marcin Orzechowski, Simone Brefka, Florian Steger

JMIR Aging 2025 (Oct 17); 8:e71568

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Aggregating Patient Safety and Status Information in the Electronic Health Record to Support Time-Sensitive Mobility Interventions in the Intensive Care Unit: Protocol for the Design and Testing of a Clinical Decision Support Tool

Anna Krupp, Heather Dunn, Lindsey Knake, Patrick Ten Eyck, Laura Frey-Law, Karen Dunn Lopez

JMIR Res Protoc 2025 (Oct 16); 14:e75752

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Evaluation of the Use of a Novel Intelligent Diagnosis and Cost Control System on Pediatric Bronchopneumonia Outcomes: Retrospective Cohort Study

Yanjun Wu, Kaijie Liu, Xinli Mao, Danjie Wu, Feng Zhu

JMIR Pediatr Parent 2025 (Oct 15); 8:e74964

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Comparing Generative Artificial Intelligence and Mental Health Professionals for Clinical Decision-Making With Trauma-Exposed Populations: Vignette-Based Experimental Study

Katherine E Wislocki, Sabahat Sami, Gahl Liberzon, Alyson K Zalta

JMIR Ment Health 2025 (Oct 14); 12:e80801

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Automated Chronic Obstructive Pulmonary Disease Phenotyping and Control Assessment in Primary Care: Retrospective Multicenter Study Using the Seleida Model

José David Maya Viejo, Fernando M Navarro Ros

JMIR Med Inform 2025 (Oct 13); 13:e74932

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Optimizing Loop Diuretic Treatment for Mortality Reduction in Patients With Acute Dyspnea Using a Practical Offline Reinforcement Learning Pipeline for Health Care: Retrospective Single-Center Simulation Study

Jung Min Lee, Shengpu Tang, Michael Sjoding, Jenna Wiens

JMIR Med Inform 2025 (Oct 10); 13:e69145

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Use of Automated Machine Learning to Detect Undiagnosed Diabetes in US Adults: Development and Validation Study

Jianxiu Liu, Fred Ssewamala, Ruopeng An, Mengmeng Ji

JMIR AI 2025 (Oct 08); 4:e68260

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Probing the Relationship Between Perioperative Complications in Patients With Valvular Heart Disease: Network Analysis Based on Bayesian Network

Wenyuan Lu, Kun Zhu, Zhiliang Gao, Yuanming Li, Hanwei Tang, Cheng Sun, Jianfeng Hou

JMIR Form Res 2025 (Oct 07); 9:e68710

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Clinical Decision Support Systems Using Home Blood Pressure Readings to Manage Patients With Hypertension: Scoping Review

Aminath Shiwaza Moosa, Jun Jie Benjamin Seng, Chirk Jenn Ng

J Med Internet Res 2025 (Oct 03); 27:e75551

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Opportunities and Challenges of Using Artificial Intelligence in Predicting Clinical Outcomes and Length of Stay in Neonatal Intensive Care Units: Systematic Review

Samantha Tudor, Risha Bhatia, Michael Liem, Tafheem Ahmad Wani, James Boyd, Urooj Raza Khan

J Med Internet Res 2025 (Oct 03); 27:e63175

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