Before revision: U-Net based convolutional neural networks with deep feature representation and skip-connections have significantly boosted the performance of medical image segmentation.
After revision: Medical image segmentation - the prerequisite of numerous clinical needs - has been significantly prospered by recent advances in convolutional neural networks with deep feature representation and skip-connections have significantly boosted the performance of medical image segmentation.