gloriatao / Linking-cnn-with-gcn-pytorch

This is pytorch reimplementaion of linking convolutional neural networks (CNN) with graph convolutional networks (GCN).

Pytorch--Linking cnn with gcn

This is pytorch reimplementaion of linking convolutional neural networks (CNN) with graph convolutional networks (GCN). Original keras implementation can be found @ https://github.com/chushan89/Linking-CNN-GCN If you use the software, you are welcome to reference the following paper:

@inproceedings{zhai2018pulmonary,
  title={Linking convolutional neural networks with graph convolutional networks: application in pulmonary artery-vein separation},  
  author={Zhai, Zhiwei and Staring, Marius and Zhou, Xuhui and Xie, Qiuxia and Xiao, xiaojuan and Bakker, M. Els and Kroft, Lucia J. and Lelieveldt, Boudewijn P.F. and Boon, Gudula J.A.M. and Klok, Frederikus A. and Stoel, Berend C},  
  booktitle={Graph Learning in Medical Imaging},
  pages={36--43},  
  year={2019},  
  publisher={Springer International Publishing},
}