A Disease Risk Prediction System utilizes machine learning and data analysis to forecast an individual's likelihood of developing chronic diseases by analyzing electronic health records, genetic data, and lifestyle factors, enabling early intervention and personalized care that improves patient outcomes and reduces healthcare costs.