Artificial Intelligence (AI) is revolutionizing various fields, including web development and healthcare. In the realm of healthcare, AI is being utilized in the management and treatment of various conditions, including heart failure with reduced ejection fraction (HFrEF). HFrEF is a serious condition in which the heart is unable to pump blood efficiently, leading to symptoms such as fatigue, shortness of breath, and fluid retention.