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Extraction of Airways using Graph Neural Networks


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

* Extended Abstract submitted to MIDL, 2018. 3 pages 

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Mean Field Network based Graph Refinement with application to Airway Tree Extraction


Apr 10, 2018
Raghavendra Selvan, Max Welling, Jesper H. Pedersen, Jens Petersen, Marleen de Bruijne

* 10 pages. Preprint 

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Extraction of Airways with Probabilistic State-space Models and Bayesian Smoothing


Aug 07, 2017
Raghavendra Selvan, Jens Petersen, Jesper H. Pedersen, Marleen de Bruijne

* 10 pages. Pre-print of the paper accepted at Workshop on Graphs in Biomedical Image Analysis. MICCAI 2017. Quebec City 

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Extraction of airway trees using multiple hypothesis tracking and template matching


Nov 24, 2016
Raghavendra Selvan, Jens Petersen, Jesper H. Pedersen, Marleen de Bruijne

* 12 pages. Presented at the MICCAI Pulmonary Image Analysis Workshop, Athens, Greece, 2016 

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