Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks
Medical Image Anal., pp. 1017512020.
AirwaysCTGraph neural networksMean-field networksSegmentation
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
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