What does this article add?
Machine learning (ML) is one of the traditional methods of computer systems that help to recognize and detect patterns in organizational and commercial decisions (e.g., underlying dimensions/subgroups, nonlinear associations/patterns, and so on). This situation can be used in differentiation, classifying, and organizing many health problems. ML offers an opportunity to overcome obstacles using conventional statistical methods. This study presents the achieved results regarding some detected potential radiological findings that may aid CM-I diagnosis using several ML algorithms.