Abstract: Cardiac segmentation is of great significance in medical image analysis, providing critical support for the diagnosis, treatment, and postoperative evaluation of cardiovascular diseases.

Abstract: Polyp detection is crucial for preventing colorectal cancer. Polyp segmentation based on deep learning enables pixellevel lesion analysis, with significant clinical value. This paper ...