Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks
Medical Image Analysis(2020)
摘要
•Extraction of tree-like structures formulated as a graph refinement task.•Propose two graph refinement strategies to extract airways from 3D data.•Demonstrate approximate inference using mean-field networks for airway extraction.•Novel application of graph neural networks for airway extraction.•Competitive results when compared to relevant baseline methods.
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关键词
Mean-field networks,Graph neural networks,Airways,Segmentation,CT
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