Assessment of shape-based features ability to predict the ascending aortic aneurysm growth

Assessment of shape-based features ability to predict the ascending aortic aneurysm growth

The current guidelines for the ascending aortic aneurysm (AsAA) treatment recommend surgery mainly according to the maximum diameter assessment. This criterion has already proven to be often inefficient in identifying patients at high risk of aneurysm growth and rupture. In this study, we propose a...

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Bibliographic Details
Main Authors: Leonardo Geronzi, Pascal Haigron, Antonio Martinez, Kexin Yan, Michel Rochette, Aline Bel-Brunon, Jean Porterie, Siyu Lin, Diana Marcela Marin-Castrillon, Alain Lalande, Olivier Bouchot, Morgan Daniel, Pierre Escrig, Jacques Tomasi, Pier Paolo Valentini, Marco Evangelos Biancolini
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Physiology
Subjects:
cardiovascular diseases
ascending aorta aneurysm
biomechanical features
classification
aorta
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2023.1125931/full

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