A Novel Deep Learning Approach for Precise Boundary Segmentation in Medical Images

A novel deep learning-based approach, MIPC-Net, is proposed for precise boundary segmentation in medical images. It features a Mutual Inclusion of Position and Channel Attention (MIPC) module and a GL-MIPC-Residue global residual connection to enhance the precision of boundary segmentation and improve the restoration of medical images.