Nandayang / Deep-Constrained-Gaussian-Network

This is an official release code of the paper "Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network"

Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network

This is the official implementation of the paper "Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network".

Updates

The Pytorch version will be available soon

Abstract

For more information about the DCGN, please read the following paper, arxiv version:

Nan Y, Tang P, Zhang G, et al. Unsupervised tissue segmentation via deep constrained gaussian network[J]. IEEE Transactions on Medical Imaging, 2022, 41(12): 3799-3811. 

Please cite this paper if you are using it for your research.