Deep Learning Analysis of Cardiac MRI in Legacy Datasets: Multi-Ethnic Study of Atherosclerosis

Deep Learning Analysis of Cardiac MRI in Legacy Datasets: Multi-Ethnic Study of Atherosclerosis

The Multi-Ethnic Study of Atherosclerosis (MESA), begun in 2000, was the first large cohort study to incorporate cardiovascular magnetic resonance (CMR) to study the mechanisms of cardiovascular disease in over 5,000 initially asymptomatic participants, and there is now a wealth of follow-up data ov...

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Bibliographic Details
Main Authors: Avan Suinesiaputra, Charlène A. Mauger, Bharath Ambale-Venkatesh, David A. Bluemke, Josefine Dam Gade, Kathleen Gilbert, Markus H. A. Janse, Line Sofie Hald, Conrad Werkhoven, Colin O. Wu, Joao A. C. Lima, Alistair A. Young
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-01-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
cardiac anatomy
machine learning
left ventricle
MRI
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2021.807728/full

Internet

https://www.frontiersin.org/articles/10.3389/fcvm.2021.807728/full

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