Accelerated chemical shift encoded cardiovascular magnetic resonance imaging with use of a resolution enhancement network

Accelerated chemical shift encoded cardiovascular magnetic resonance imaging with use of a resolution enhancement network

ABSTRACT: Background: Cardiovascular magnetic resonance (CMR) chemical shift encoding (CSE) enables myocardial fat imaging. We sought to develop a deep learning network (fast chemical shift encoding [FastCSE]) to accelerate CSE. Methods: FastCSE was built on a super-resolution generative adversaria...

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Bibliographic Details
Main Authors: Manuel A. Morales, Scott Johnson, Patrick Pierce, Reza Nezafat
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:Journal of Cardiovascular Magnetic Resonance
Subjects:
Deep learning
Chemical shift encoding
Super-resolution
Dixon
Myocardial fat
Online Access:http://www.sciencedirect.com/science/article/pii/S1097664724011177
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