Denoising High-Field Multi-Dimensional MRI With Local Complex PCA

Denoising High-Field Multi-Dimensional MRI With Local Complex PCA

Modern high field and ultra high field magnetic resonance imaging (MRI) experiments routinely collect multi-dimensional data with high spatial resolution, whether multi-parametric structural, diffusion or functional MRI. While diffusion and functional imaging have benefited from recent advances in m...

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Bibliographic Details
Main Authors: Pierre-Louis Bazin, Anneke Alkemade, Wietske van der Zwaag, Matthan Caan, Martijn Mulder, Birte U. Forstmann
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-10-01
Series:Frontiers in Neuroscience
Subjects:
denoising
ultra-high field MRI
quantitative MRI
local PCA
complex MRI signal
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2019.01066/full

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