CFDformer: Medical image segmentation based on cross fusion dual attention network

Zhou Yang, Hua Wang, Yepeng Liu, Fan Zhang

Abstract: Highlights•We propose a novel hybrid attention strategy for medical image segmentation.•We constructed a skip connection based on the idea of hybrid attention.•Our designed network has shown good performance on relevant public datasets.