基于KAN与CKAN优化的医学图像分割模型

娄世猛,邵玉斌,杜庆治,唐菁敏,张赜涛

Medical image segmentation model based on KAN and CKAN optimization

Shimeng LOU,Yubin SHAO,Qingzhi DU,Jingmin TANG,Zetao ZHANG

表 5 不同模块配置下的消融实验结果比较

Tab.5 Comparison of ablation study result under different module configuration

模型 Dice IoU 完整KUNet 0.9905 0.9811 变体A 0.9886 0.9774 变体B 0.9904 0.9810 变体C 0.9825 0.9657 变体D 0.9892 0.9786