Yashi Zhu

CNM-UNet: Continuous Ordinary Differential Equations for Medical Image Segmentation

Integrating Ordinary Differential Equations (ODEs) with U-shaped neural networks has emerged as a novel direction in medical image segmentation. Current networks predominantly employ discretization methods incorporating ODEs. However, these methods face inherent trade-offs between model compactness,