Ge Tang

LKSNeXt: An Efficient Medical Image Segmentation Network with Large Kernels and Lightweight Structure

U-shaped architectures play a critical role in medical image segmentation. Traditional fully convolutional U-shaped networks, however, encounter numerous challenges in processing medical images, particularly in capturing long-range dependencies and global contextual information.Recently, hybrid arch…