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

Selvan Raghavendra
Selvan Raghavendra
Juarez Antonio Garcia-Uceda
Juarez Antonio Garcia-Uceda

Medical Image Anal., pp. 1017512020.

Cited by: 0|Bibtex|Views26|Links
WOS EI
Keywords:
AirwaysCTGraph neural networksMean-field networksSegmentation

Abstract:

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-trees from image data by, first deriving a graph-based representation of the volumetric data and then, posing the tree extraction as a graph refinement task. We ...More

Code:

Data:

Your rating :
0

 

Tags
Comments