DS&STM-Net: A novel hybrid network of feature mutual fusion for medical image segmentation

Qi Chen, Wenmin Wang, Zhibing Wang, Haomei Jia, Minglu Zhao

Abstract: Highlights•DS&STM-Net proposed a novel hybrid network.•Feature Mutual Fusion module facilitated local and global feature fusion.•DS&STM-Net employed a parallel encoder strategy.•DS-MLP encoder acquired more comprehensive local image information.•DS&STM-Net obtained remarkable results on four datasets.