Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks

Raghavendra Selvan, Thomas Kipf, Max Welling +4

Graph refinement, or the task of obtaining subgraphs of interest from over-complete graphs, can have many varied applications. In this work, we extract trees or collection of sub-t…