The role of ECG in early diagnosis of CVDs (cardiovascular diseases) is critical, as cardiovascular diseases (CVDs) remain a leading cause of morbidity and mortality worldwide, timely diagnosis and treatment of these disorders are essential for enhancing patient outcomes. The electrocardiogram (ECG) is an essential instrument for the diagnosis and monitoring of cardiac disorders.