Automated analysis of cardiovascular magnetic resonance myocardial native T1 mapping images using fully convolutional neural networks

Automated analysis of cardiovascular magnetic resonance myocardial native T1 mapping images using fully convolutional neural networks

Abstract Background Cardiovascular magnetic resonance (CMR) myocardial native T1 mapping allows assessment of interstitial diffuse fibrosis. In this technique, the global and regional T1 are measured manually by drawing region of interest in motion-corrected T1 maps. The manual analysis contributes...

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Bibliographic Details
Main Authors: Ahmed S. Fahmy, Hossam El-Rewaidy, Maryam Nezafat, Shiro Nakamori, Reza Nezafat
Format: Article
Language:English
Published: Elsevier 2019-01-01
Series:Journal of Cardiovascular Magnetic Resonance
Subjects:
T1 mapping
Convolutional neural networks
Automatic analysis
Myocardium segmentation
Online Access:http://link.springer.com/article/10.1186/s12968-018-0516-1

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http://link.springer.com/article/10.1186/s12968-018-0516-1

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