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Extraction of Airways using Graph Neural Networks

12 Apr 2018 • Raghavendra Selvan • Thomas Kipf • Max Welling • Jesper H. Pedersen • Jens Petersen • Marleen de Bruijne

We present extraction of tree structures, such as airways, from image data as a graph refinement task. To this end, we propose a graph auto-encoder model that uses an encoder based on graph neural networks (GNNs) to learn embeddings from input node features and a decoder to predict connections between nodes... (read more)

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Extraction of Airways using Graph Neural Networks

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