Biomedical Engineering Articles

Articles published in 2026 in this theme: 9 (scroll down to load remaining articles)

2026

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Accuracy of Machine Learning Algorithms Based on Electroencephalogram in Sleep Apnea Detection: Systematic Review and Meta-Analysis

Xiangshuo Li, Lulu Wang, Ting Tang, Yuanyuan Chen, Lan Yang, Hao Cai, Chen Wang, Shuxiao Zhang, Ning Ding, Kouying Liu

J Med Internet Res 2026 (Jul 31); 28:e93378

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A Multiagent Large Language Model Framework for Emergency Treatment Recommendation in Acute Ischemic Stroke: Development and Validation Study

Bicong Yan, Ruipeng Zhang, Li Chen, Xinyu Song, Zhongzheng Cao, Yuehua Li

J Med Internet Res 2026 (Jul 30); 28:e96304

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Evidence Use and Identifier-Conditioned Prior Knowledge in Large Language Model Classification of Oncology Trials Assessed Through Progressive Content Removal and Counterfactual Testing: Comparative Analysis

Paul Windisch, Carole Koechli, Fabio Dennstädt, Daniel M Aebersold, Daniel R Zwahlen, Robert Förster, Christina Schröder

JMIR AI 2026 (Jul 29); 5:e95565

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Model and Task-Aware Test-Time Scaling Strategies for Large Language and Vision-Language Models in Medicine: Evaluation Study

Gyutaek Oh, Seoyeon Kim, Sangjoon Park, Byung-Hoon Kim

J Med Internet Res 2026 (Jul 23); 28:e90693

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Exploring the Role of AI in Enhancing Nuclear Medicine Report Impressions Generated by Trainees and ChatGPT-4o: Comparative Evaluation Study

Alireza Khatami, Farzad Abbaspour-Raddakheli, Christiane Wiefels, Eugene Leung

JMIR AI 2026 (Jul 08); 5:e94833

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Magnetic Resonance Imaging–Based Artificial Intelligence in Predicting Prostate Cancer Biochemical Recurrence: Systematic Review and Meta-Analysis

Yanjun Jin, Tianzuo Yuan, Zhiyuan Chen

J Med Internet Res 2026 (Jul 07); 28:e85360

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Mixed Reality–Based Slit Lamp for Ophthalmic Examination and Telemedicine: Technological Development and Validation Study

Rui Zhou, Wei-Chiang Lin, Byron L Lam, Rong Wen, Noble Amadi, Shuliang Jiao

JMIR XR Spatial Comput 2026 (May 14); 3:e93513

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Integration of Continuous Glucose Monitoring With HbA1c to Improve the Detection of Prediabetes in Asian Individuals: Model Development Study

Michelle H Lee, Shihui Jin, Eveline Febriana, Maybritte Lim, Sonia Baig, Shahmir H Ali, Ian Yi Han Ang, Tze Ping Loh, Ashna Nastar, Kee Seng Chia, Alice Pik-Shan Kong, Faidon Magkos, Alex R Cook, Sue-Anne Toh

JMIR Diabetes 2026 (Apr 27); 11:e81520

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Accelerating Discovery of Leukemia Inhibitors Using AI-Driven Quantitative Structure-Activity Relationship: Algorithm Development and Validation

Samuel Kakraba, Edmund Fosu Agyemang, Robert J Shmookler Reis

JMIR AI 2026 (Jan 27); 5:e81552

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