Faster 3D saturation-recovery based myocardial T1 mapping using a reduced number of saturation points and denoising.

Giovanna Nordio Aurélien BustinFreddy OdilleTorben SchneiderMarkus HenningssonClaudia PrietoRené M Botnar

Published in: PloS one (2020)

We demonstrate the feasibility of accelerating 3D SASHA T1 mapping by reducing the number of acquired T1-weighted images in combination with an efficient 3D denoising, without affecting accuracy and precision of T1 values.

Keyphrases

convolutional neural network
high resolution
deep learning
high density
magnetic resonance
left ventricular
contrast enhanced
optical coherence tomography
magnetic resonance imaging
machine learning
network analysis
atrial fibrillation