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We developed a uncertainty guided deep Studying method (UGLS) to Enhance the effectiveness of current segmentation neural networks and validated it based upon the classical U-Net by segmenting the OC from color fundus pictures as well as the left and correct lungs from Xray pictures. The novelty of our created technique lies within the introduction