Normalizing Flows for Out-of-Distribution Detection: Application to Coronary Artery Segmentation

Coronary computed tomography angiography (CCTA) is an effective imaging modality, increasingly accepted as a first-line test to diagnose coronary artery disease (CAD). The accurate segmentation of the coronary artery lumen on CCTA is important for the anatomical, morphological, and non-invasive func...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Costin Florian Ciușdel, Lucian Mihai Itu, Serkan Cimen, Michael Wels, Chris Schwemmer, Philipp Fortner, Sebastian Seitz, Florian Andre, Sebastian Johannes Buß, Puneet Sharma, Saikiran Rapaka
Format:	Article
Language:	English
Published:	MDPI AG 2022-04-01
Subjects:	out-of-distribution normalizing flows coronary computed tomography angiography lumen segmentation
Online Access:	https://www.mdpi.com/2076-3417/12/8/3839