ABSTRACT
Iridology is a fairly new scientific discipline interested in the study of the beauty-contact areas of the body that are termed the iris. It can even assess problems with a variety of biological activities. Since the nervous system and brain connect the body's tissues and organs, the condition of each organ may be immediately revealed through the iris, and in this way, the cardia characteristics were retrieved through eye and feature expression and image pre-processing methods. In the system proposed, Explainable AI is now combined with machine learning techniques like K nearest neighbor and the random forest algorithm. If they unite, they will feel even stronger, more efficient, and self-reliant. With this component, estimating the probability of coronary artery disease becomes possible.
