Cardiac Diagnostics

Machine Learning in Left Ventricular Hypertrophy Detection: Systematic Review and Meta-Analysis

Yilin Li, Ke Zhao, Jing Wu

J Med Internet Res 2026 (Feb 27); 28:e76637

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End-to-End Platform for Electrocardiogram Analysis and Model Fine-Tuning: Development and Validation Study

Lucas Bickmann, Lucas Plagwitz, Antonius Büscher, Lars Eckardt, Julian Varghese

J Med Internet Res 2026 (Jan 30); 28:e81116

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Curative Effect and Autonomic Nerve Function of Patients With Primary Insomnia of Liver Depression and Spleen Deficiency Type Based on the Acupoint Selection of Meridian Theory: Protocol for a Randomized Controlled Trial

Su Fu, Kang He, Chuanlong Zhou

JMIR Res Protoc 2026 (Jan 22); 15:e84122

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Diagnostic Performance of Deep Learning and Radiomics in Extracranial Carotid Plaque Detection: Systematic Review and Meta-Analysis

Lingjie Ju, Yongsheng Guo, Haiyong Guo, Ruijuan Liu, Yiyang Wang, Siyu Wang, Na Ma, Junhong Ren

J Med Internet Res 2026 (Jan 22); 28:e77092

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Mapping Algorithmic Bias in AI-Powered Electrocardiogram Interpretation Across the AI Life Cycle: Protocol for a Scoping Review

Luqman Lawal, Christopher Paton, Mike English, Bruno Holthof, Tabitha Preston

JMIR Res Protoc 2026 (Jan 20); 15:e82486

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