The Role of Asymmetric Dimethylarginine in Early Detection of Coronary Artery Disease in Suspected Cases Using Machine Learning

Coronary artery disease (CAD), also known as ischemic heart disease (IHD), continues to cause substantial morbidity and mortality worldwide.In 2023, cardiovascular diseases (CVD) claimed an estimated 19.2 million lives, making them the leading cause of death worldwide. [1]Disability-adjusted life years (DALYs) for the number of individuals suffering from CVD reached 437 million in the same year, indicating the growing global burden. [2]According to the Institute for Health Metrics and Evaluation, age-standardized DALY rates for IHD remain among the greatest globally. [3]Projections suggest that by 2050,