Heart stroke is a critical worldwide medical problem that requires early and accurate prediction in order to provide proper treatment. Recent advancements in machine learning, utilizing models such as ...

With the ever-growing medical data, it became possible to use the data for prediction of diseases using Machine Learning (ML) methods. ML methods have been widely employed in healthcare. In the study, ...

Cardiovascular disease (CVD) is a leading global cause of death, necessitating the development of accurate diagnostic models. This study presents an Optimized Rough Set Theory-Machine Learning (RST-ML ...

Melillo et al. (2013) employed the machine learning method (Classification and Regression Trees (CART) to predict cardiac disease. Numerous studies have been carried out, and various machine learning ...