Machine learning in cardiovascular magnetic resonance: basic concepts and applications

Machine learning in cardiovascular magnetic resonance: basic concepts and applications

Abstract Machine learning (ML) is making a dramatic impact on cardiovascular magnetic resonance (CMR) in many ways. This review seeks to highlight the major areas in CMR where ML, and deep learning in particular, can assist clinicians and engineers in improving imaging efficiency, quality, image ana...

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Bibliographic Details
Main Authors: Tim Leiner, Daniel Rueckert, Avan Suinesiaputra, Bettina Baeßler, Reza Nezafat, Ivana Išgum, Alistair A. Young
Format: Article
Language:English
Published: BMC 2019-10-01
Series:Journal of Cardiovascular Magnetic Resonance
Subjects:
Cardiovascular magnetic resonance
Machine learning
Deep learning
Radiomics
Online Access:http://link.springer.com/article/10.1186/s12968-019-0575-y

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http://link.springer.com/article/10.1186/s12968-019-0575-y

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