Machine Learning Approaches for Myocardial Motion and Deformation Analysis

Information about myocardial motion and deformation is key to differentiate normal and abnormal conditions. With the advent of approaches relying on data rather than pre-conceived models, machine learning could either improve the robustness of motion quantification or reveal patterns of motion and d...

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Bibliographic Details
Main Authors: Nicolas Duchateau, Andrew P. King, Mathieu De Craene
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-01-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fcvm.2019.00190/full