Abstract: In this research, it has been providing some kind of intelligent systems, artificial intelligence and objective application of Genetic algorithm in the field of medical image processing by using two methods and comparing this to a decision tree and the way hybrid. Medical images taken usually noise this applied the principles of image processing to remove noise from images that have been processed in this research and qualitative assessment of the solution by the function fitness random population and a group of similar operations in Genetic algorithm through the application of MATLAB Simulation program in two methods implemented in the search, the efficiency of the Genetic algorithm high by 90% proved valuable identification of infected sites in medical images used in the search and a time executive compared to a few ways that segmentation and correlation in medical images.