The content encompasses a comprehensive exploration of myocardial infarction, detailing its causes, risk factors, symptoms, and treatment strategies. Various studies and reviews address acute myocardial infarction's (AMI) prediction using machine learning, the clinical aspects of ischemic heart disease, and the pharmacological management of heart attacks. Topics include the role of diagnostic interventions, the importance of lifestyle changes, and the introduction of innovative technologies for early detection and care. This collection serves as a valuable resource for understanding heart attacks and associated cardiovascular conditions.