Xinye Hu

AC-UKAN: An enhanced U-KAN framework integrating modulated deformable convolution and mixed pooling

Accurate medical image segmentation is pivotal for clinical diagnosis. Segmentation targets in medical images differ in appearance, geometric morphology, and contextual organization, which motivates complementary architectural choices rather than a single universal mechanism. We...