“…The hemorrhages, on the other hand, look similar to microaneurysm, but they are located in the deeper layers of the retina with unorganized shapes and sizes [2].The various ways of medical images can be classified based on the following criteria: texture, neural networks, and data mining task. The types obtained from the last criterion are considered the best among all other types because they help improve the accuracy of the classification [3].A large amount of data extracted from the retinal images is provided to a database while the proposed algorithm helps discover how new images are classified according to the useful information stored in the database. The increase number of diabetic patients in health care systems indicates an increase in the data as well.…”