openalexCognitive Computation2026-07-25
MDCL-UNet: A Multi-Domain Collaborative Learning Method for Medical Image Segmentation
Hu Xu, Chaobin Wang, Junni Huang, Meijun Sun, Jinchang Ren, Zheng Wang
Medical image segmentation, which delineates anatomical structures and pathological regions at the pixel level, plays an important role in computer-aided diagnosis. Existing segmentation methods are typically developed and evaluated under a single-dataset setting, and their perfo…