Diffusion Weighted Image Denoising Using Overcomplete Local PCA

Diffusion Weighted Images (DWI) normally shows a low Signal to Noise Ratio (SNR) due to the presence of noise from the measurement process that complicates and biases the estimation of quantitative diffusion parameters. In this paper, a new denoising methodology is proposed that takes into considera...

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Bibliographic Details
Main Authors: Manjón, José V., Coupé, Pierrick, Concha, Luis, Buades, Antonio, Collins, D. Louis, Robles, Montserrat
Format: Online
Language:English
Published: Public Library of Science 2013
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3760829/