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 ...
Abstract: The U-Net algorithm, with its unique network structure and excellent performance, has become a classic algorithm in the field of image semantic segmentation. However, there are still some ...
Official PyTorch implementation of SAMA-UNet: A novel U-shaped architecture for medical image segmentation that integrates Self-Adaptive Mamba-like Attention and Causal-Resonance Learning.
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