An effective heart disease detection and severity level classification model using machine learning and hyperparameter optimization methods

• Main Authors: Abdellatif, Abdallah, Abdellatef, Hamdan, Kanesan, Jeevan, Chow, Chee-Onn, Chuah, Joon Huang, Gheni, Hassan Muwafaq
• Format: Article
• Published: Institute of Electrical and Electronics Engineers 2022
• Subjects: Q Science (General); RC Internal medicine
• Online Access: http://eprints.um.edu.my/41777/

Cardiovascular disease (CVD) is the leading cause of death worldwide. A Machine Learning (ML) system can predict CVD in the early stages to mitigate mortality rates based on clinical data. Recently, many research works utilized different machine learning approaches to detect CVD or identify the pati...