Li-Chan Wu

UA-UKAN: a unified attention-enhanced Kolmogorov-Arnold network for medical image segmentation

Experimental results indicate that the proposed network effectively improves noise robustness and irregular lesion boundary reconstruction accuracy, achieving stable and high-precision segmentation across multimodal medical imaging tasks.