2024 School of Engineering and Applied Sciences NEWPORT INTERNATIONAL JOURNAL OF RESEARCH IN MEDICAL SCIENCES (NIJRMS The use of Machine Learning in Predicting Disease Progression Gakire Munyaneza H.