MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention

1 code implementation • 14 Dec 2023 • Hao Shao, Quansheng Zeng, Qibin Hou, Jufeng Yang

To process the significant variations of lesion regions or organs in individual sizes and shapes, we also use multiple convolutions of strip-shape kernels with different kernel sizes in each axial attention path to improve the efficiency of the proposed MCA in encoding spatial information.

Image Segmentation Lesion Segmentation +4