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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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Principais autores: 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
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-04-01
coleção:Applied Sciences
Assuntos:
out-of-distribution
normalizing flows
coronary computed tomography angiography
lumen segmentation
Acesso em linha:https://www.mdpi.com/2076-3417/12/8/3839
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