Overview Cardiovascular disease (CVD) remains a leading cause of mortality worldwide. In Iran, where mortality rates from heart conditions are notably high, researchers are turning to artificial intelligence (AI) and machine learning (ML) to improve risk prediction. This article summarizes the development and validation of an AI-based model designed to predict cardiovascular events using longitudinal…