I. Introduction
The Cardiovascular diseases (CVD) encompass a diverse group of heart-related illnesses that have become a significant public health concern [1]. Factors contributing to this concern include high prevalence, increased vulnerability, expensive management, and alarming mortality rates [2]. As the leading cause of mortality worldwide, CVDs account for 17.9 million deaths annually [3]. This alarming situation necessitates advanced healthcare systems capable of early detection of chronic illnesses, effective interventions in critical cases, and improved public health management. Consequently, the need for efficient cardiovascular health management systems has become more pressing than ever. Effective management of cardiovascular health is vital for individuals and healthcare systems.