Machine learning used for simulation of MitraClip intervention: A proof-of-concept study

Machine learning used for simulation of MitraClip intervention: A proof-of-concept study

Introduction: Severe mitral regurgitation (MR) is a mitral valve disease that can lead to lifethreatening complications. MitraClip (MC) therapy is a percutaneous solution for patients who cannot tolerate surgical solutions. In MC therapy, a clip is implanted in the heart to reduce MR. To achieve opt...

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Bibliographic Details
Main Authors: Yaghoub Dabiri, Vaikom S. Mahadevan, Julius M. Guccione, Ghassan S. Kassab
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Genetics
Subjects:
prediction of MitraClip outcomes machine learning
mitral valve
finite element method
deep learning
XGBoost
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2023.1142446/full

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https://www.frontiersin.org/articles/10.3389/fgene.2023.1142446/full

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