Suppression of artifact-generating echoes in cine DENSE using deep learning.

Mohamad Abdi Xue Feng Chang-Yu SunKenneth C BilchickCraig H MeyerFrederick H Epstein

Published in: Magnetic resonance in medicine (2021)

The DAS-Net method provides an effective alternative approach for suppression of the artifact-generating T1 -relaxation echo in DENSE MRI, enabling a 42% reduction in scan time compared to DENSE with phase-cycling.

Keyphrases

deep learning
contrast enhanced
dual energy
computed tomography
diffusion weighted imaging
magnetic resonance imaging
magnetic resonance
image quality
machine learning
disease activity
high intensity
single molecule
artificial intelligence
convolutional neural network
systemic lupus erythematosus