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

Mariana Bustamante Federica ViolaCarl-Johan CarlhällTino Ebbers

Published in: Journal of magnetic resonance imaging : JMRI (2021)

The proposed approach improves blood-tissue contrast in MR images and could be used to improve data quality, visualization, and postprocessing of cardiovascular 4D flow data. EVIDENCE LEVEL: 3 TECHNICAL EFFICACY: Stage 1.

Keyphrases

contrast enhanced
deep learning
magnetic resonance
electronic health record
magnetic resonance imaging
big data
convolutional neural network
artificial intelligence
computed tomography
machine learning
diffusion weighted imaging
data analysis
quality improvement