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Item Machine Learning-Based Predictive Modeling for Early Detection of Heart Disease(Comilla University, 1-Feb-2025) Akier, KuhinoorMachine learning has revolutionized various industries worldwide, including healthcare, by enabling predictive analytics for disease diagnosis and prognosis. One of its most promising applications is in the early detection of heart disease, which allows medical professionals to tailor treatment strategies and improve patient outcomes. The goal of this research is to apply machine learning methods to forecast an individual's risk of developing heart disease.