I. Introduction
In health care sector, artificial intelligence and data science play a big role in this era of automation. Health professionals can simply manage their job and patient care because these technologies are so well-connected. Every health -care organization is working to create an automated system that can be utilized to solve problems in the field. Scientists are developing machine learning (ML) to offer smart solutions for disease diagnosis and treatment. ML can more correctly identify disease and virus infections, enabling for early detection of patient illnesses, the avoidance of dangerous stages of disease, and the treatment of fewer people. Different algorithms were tested, and the chapter covers the algorithm that produced the most accurate results.