eICAB: A novel deep learning pipeline for Circle of Willis multiclass segmentation and analysis

Background: The accurate segmentation, labeling and quantification of cerebral blood vessels on MR imaging is important for basic and clinical research, yet results are not generalizable, and often require user intervention. New methods are needed to automate this process. Purpose: To automatically...

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Bibliographic Details
Main Authors: Félix Dumais, Marco Perez Caceres, Félix Janelle, Kassem Seifeldine, Noémie Arès-Bruneau, Jose Gutierrez, Christian Bocti, Kevin Whittingstall
Format: Article
Language:English
Published: Elsevier 2022-10-01
Series:NeuroImage
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811922005420