BriefGPT.xyz
Sep, 2024
KANDU-Net：一种基于KAN的双通道U-Net用于医学图像分割
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation
HTML
PDF
Chenglin Fang, Kaigui Wu
TL;DR
本研究针对医学图像分割中U-Net模型的局限性，提出了一种新颖的双通道结构，通过集成KAN网络提升模型的特征捕捉能力。实验结果表明，该KAN卷积双通道模型在数据集上的表现优异，展示了其在医学图像分割任务中的潜在应用价值。
Abstract
The
U-Net
model has consistently demonstrated strong performance in the field of
medical image segmentation
, with various improvements and enhancements made since its introduction. This paper presents a novel arc
→