Introduction: Personalized medicine signifies a transformative Machine Learning Medical Datasets advancement in healthcare, emphasizing the customization of medical treatments to align with the distinct genetic, environmental, and lifestyle characteristics of individual patients. Central to this innovative paradigm is machine learning