DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution
Convolution Network for Pancreas Segmentation in CT Images
DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution
Convolution Network for Pancreas Segmentation in CT Images
Convolutional neural networks (CNNs) have shown great effectiveness in medical image segmentation. However, they may be limited in modeling large inter-subject variations in organ shapes and sizes and exploiting global long-range contextual information. This is because CNNs typically employ convolutions with fixed-sized local receptive fields and lack the mechanisms to …