AHA/ASA Journals

Multistage Electrocardiographic Profiling for Mental Stress-Induced Myocardial Ischemia in Women: A Prospective, Age-Matched Cohort Study in China

BACKGROUND: Mental stress-induced myocardial ischemia is often clinically silent and associated with increased cardiovascular risk, particularly in women. Conventional ECG-based detection is limited, ...
Frontiers

Eye-Tracking Biomarkers of Clinical Expertise in ECG Interpretation: Statistical and Machine Learning Evidence

Electrical and Computer Engineering Department, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia The final, formatted version of the article will be published soon. Interpreting ...
IEEE

A Novel Sleep Staging Method Based on EEG and ECG Multimodal Features Combination

Abstract: Accurate sleep staging evaluates the quality of sleep, supporting the clinical diagnosis and intervention of sleep disorders and related diseases. Although previous attempts to classify ...
IEEE

Detection of Cardiovascular Diseases in ECG Images Using Machine Learning and Deep Learning Methods

Abstract: Cardiovascular diseases (heart diseases) are the leading cause of death worldwide. The earlier they can be predicted and classified; the more lives can be saved. Electrocardiogram (ECG) is a ...
GitHub

Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorative Study in Emergency Care

MIMIC-IV-ECG-ICD-ED statements-distributions: (A) represents the distribution of statements according to chapters (all percentages as relative fractions compared to the dataset size), whereas (B) ...