U-Shaped Neural Networks for Medical Image Segmentation: An Overview

Encoder-decoder neural networks with a 'U-shaped' architecture have emerged as a prominent approach for medical image segmentation in recent years. These models have undergone numerous modifications and advancements, leading to significant improvements in segmentation accuracy.