Tensor denoising of quantitative multi-parameter mapping.

Published in: Magnetic resonance in medicine (2024)

tMPPCA denoising can (a) improve of fine spatial and temporal patterns, (b) considerably reduce scan time for clinical applications, or (c) increase resolution to potentially push cutting-edge MPM protocols from the upper to the lower limit of the mesoscopic scale.

Keyphrases

high resolution
convolutional neural network
computed tomography
air pollution
single molecule
high density
deep learning
magnetic resonance imaging
mass spectrometry
machine learning