Clinical Information and Decision Making

Deep Learning for Dynamic Prognostic Prediction in Minimally Invasive Surgery for Intracerebral Hemorrhage: Model Development and Validation Study

Jingxuan Wang, Jian Shi, Qing Ye, Danyang Chen, Yuhao Sun, Chao Pan, Yingxin Tang, Ping Zhang, Zhouping Tang

JMIR Med Inform 2026 (Jan 07); 14:e86327

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Development and Validation of a Generative Artificial Intelligence-Based Pipeline for Automated Clinical Data Extraction From Electronic Health Records: Technical Implementation Study

Marvin N Carlisle, William A Pace, Andrew W Liu, Robert Krumm, Janet E Cowan, Peter R Carroll, Matthew R Cooperberg, Anobel Y Odisho

JMIR Bioinform Biotech 2026 (Jan 06); 7:e70708

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Impact of Age on Hospital Outcomes Following Minimally Invasive Posterior Lumbar Interbody Fusion: Retrospective Analysis of the Nationwide Inpatient Sample Database from 2016 to 2020

Yu-Jun Lin, Fu-Yuan Shih, Jin-Fu Huang, Chun-Wei Ting, Yu-Chin Tsai, Lin Chang, Yu-Hua Huang, Ming-Jung Chuang

JMIR Med Inform 2026 (Jan 06); 14:e76424

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Automated Classification of Lymphoma Subtypes From Histopathological Images Using a U-Net Deep Learning Model: Comparative Evaluation Study

Jin Zhao, Xiaolian Wen, Li Ma, Liping Su

JMIR Med Inform 2026 (Jan 06); 14:e72679

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Explainable AI–Driven Comparative Analysis of Machine Learning Models for Predicting HIV Viral Nonsuppression in Ugandan Patients: Retrospective Cross-Sectional Study

Francis Ngema, Albert Whata, Micheal O Olusanya, Siyabonga Mhlongo

JMIR AI 2026 (Jan 06); 5:e68196

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AI-Supported Digital Microscopy Diagnostics in Primary Health Care Laboratories: Scoping Review

Joar von Bahr, Antti Suutala, Vinod Diwan, Andreas Mårtensson, Johan Lundin, Nina Linder

J Med Internet Res 2026 (Jan 05); 28:e78500

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Quality of Conventional versus Artificial Intelligence Oral Surgery Consent Forms: Comparative Analysis

Jan Gaessler, Bernhard Remschmidt, Ann-Kathrin Jopp, Behrouz Arefnia, Adrian Franke, Marcus Rieder

J Med Internet Res 2026 (Jan 05); 28:e59851

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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 (Jan 05); 9:e80602

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