DMC-Net: Lightweight Dynamic Multi-scale and Multi-resolution convolution network for pancreas segmentation in CT images

Jin Yang, Daniel S. Marcus, Aristeidis Sotiras

Abstract: Highlights•Dynamic Multi-scale and Multi-resolution Convolution network for pancreas segmentation•Dynamic Multi-Scale Convolution to dynamically capture features at varying scales•Dynamic Multi-Resolution Convolution to dynamically capture features at multiple scales•Lightweight DMSC and DMRC designs aim to reduce computational complexity•Achieves accurate pancreas CT segmentation with low computational cost

External IDs:dblp:journals/bspc/YangMS25