Fast and accurate calculation of myocardial T1 and T2 values using deep learning Bloch equation simulations (DeepBLESS).

Jiaxin ShaoVahid GhodratiKim-Lien NguyenPeng Hu

Published in: Magnetic resonance in medicine (2020)

The DeepBLESS model offers an almost instantaneous approach for estimating accurate T1 /T2 values, replacing BLESSPC for both MOLLI and radial T1 -T2 sequences, and is promising for multiparametric mapping in cardiac MRI.

Keyphrases

high resolution
deep learning
left ventricular
monte carlo
magnetic resonance imaging
contrast enhanced
molecular dynamics
artificial intelligence
machine learning
diffusion weighted imaging
convolutional neural network
mass spectrometry
high density
ultrasound guided
magnetic resonance
atrial fibrillation