Segmentation of 4D Flow MRI: Comparison between 3D Deep Learning and Velocity-Based Level Sets

Segmentation of 4D Flow MRI: Comparison between 3D Deep Learning and Velocity-Based Level Sets

A thoracic aortic aneurysm is an abnormal dilatation of the aorta that can progress and lead to rupture. The decision to conduct surgery is made by considering the maximum diameter, but it is now well known that this metric alone is not completely reliable. The advent of 4D flow magnetic resonance i...

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Bibliographic Details
Main Authors: Armando Barrera-Naranjo, Diana M. Marin-Castrillon, Thomas Decourselle, Siyu Lin, Sarah Leclerc, Marie-Catherine Morgant, Chloé Bernard, Shirley De Oliveira, Arnaud Boucher, Benoit Presles, Olivier Bouchot, Jean-Joseph Christophe, Alain Lalande
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Journal of Imaging
Subjects:
segmentation
4D flow MRI
deep learning
aorta
Online Access:https://www.mdpi.com/2313-433X/9/6/123

Internet

https://www.mdpi.com/2313-433X/9/6/123

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