Using Deep Learning to Emulate the Use of an External Contrast Agent in Cardiovascular 4D Flow MRI.

Journal: Journal of magnetic resonance imaging : JMRI

Published Date: Feb 25, 2021

Abstract

BACKGROUND: Although contrast agents would be beneficial, they are seldom used in four-dimensional (4D) flow magnetic resonance imaging (MRI) due to potential side effects and contraindications.

Authors

Mariana Bustamante

Division of Cardiovascular Medicine, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
Federica Viola

Division of Diagnostics and Specialist Medicine, Department of Health Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
Carl-Johan Carlhäll

Division of Diagnostics and Specialist Medicine, Department of Health Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
Tino Ebbers

Division of Diagnostics and Specialist Medicine, Department of Health Medicine and Caring Sciences, Linköping University, Linköping, Sweden.

Keywords

Contrast Media Deep Learning Humans Magnetic Resonance Imaging Retrospective Studies Signal-To-Noise Ratio

External Resources

View on PubMed Access via DOI PubMed (33629795)

Using Deep Learning to Emulate the Use of an External Contrast Agent in Cardiovascular 4D Flow MRI.

Abstract

Authors

Keywords

External Resources

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