The creation of automated techniques for the identification and segmentation the left ventricle (LV) in medical pictures has received more attention in recent years. This is partly caused by the rising incidence of cardiovascular disease and the demand for more precise and effective LV evaluation techniques. The considerable variation in LV form and size.