README

This is official Pytorch implementation of "Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks", Raghavendra Selvan et al. 2020

What is this repository for?

• Source code for the models described in the paper

How do I get set up?

• 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.

Usage guidelines

• 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}}}

Who do I talk to?

• raghav@di.ku.dk