U-MAN: U-Net with Multi-scale Adaptive KAN Network for Medical Image Segmentation

Bohan Huang, Qianyun Bao, Haoyuan Ma

Medical image segmentation faces significant challenges in preserving fine-grained details and precise boundaries due to complex anatomical structures and pathological regions. The…