3D spatial priors for semi-supervised organ segmentation with deep convolutional neural networks.
Journal:
International journal of computer assisted radiology and surgery
Published Date:
Nov 8, 2021
Abstract
PURPOSE: Fully Convolutional neural Networks (FCNs) are the most popular models for medical image segmentation. However, they do not explicitly integrate spatial organ positions, which can be crucial for proper labeling in challenging contexts.