This is official Pytorch implementation of "Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks", Raghavendra Selvan et al. 2020
- Source code for the models described in the paper
- Basic Pytorch dependency
- Tested on Pytorch 1.3, Python 3.6
- Currently the clinical data used cannot be made public. We are working on making it available.
- Kindly cite our publication if you use any part of the code
@article{raghav2020graphRefinement,
title={Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks},
author={Raghavendra Selvan and Thomas Kipf and Max Welling and Antonio Garcia-Uceda Juarez and Jesper H Pedersen and Jens Petersen and Marleen de Bruijne},
journal={Medical Image Analysis,
year={2020}}}