M-Net: Integrating Spectral Features and Physical Field Operators into Deep Learning for Medical Image Segmentation

Jing Zhu, Ye Wang, Fumin Wang

Purpose: Deep learning-based medical image segmentation has achieved remarkable success, yet purely data-driven approaches often fail to exploit the rich mathematical structure inh…