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Patch2Self denoising of Diffusion MRI with Self-Supervision and Matrix Sketching

Patch2Self denoising of Diffusion MRI with Self-Supervision and Matrix Sketching

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2640467361

Patch2Self denoising of Diffusion MRI with Self-Supervision and Matrix Sketching

About this item

Full title

Patch2Self denoising of Diffusion MRI with Self-Supervision and Matrix Sketching

Publisher

Cold Spring Harbor: Cold Spring Harbor Laboratory Press

Journal title

bioRxiv, 2022-03

Language

English

Formats

Publication information

Publisher

Cold Spring Harbor: Cold Spring Harbor Laboratory Press

More information

Scope and Contents

Contents

Diffusion-weighted magnetic resonance imaging (DWI) is the only noninvasive method for quantifying microstructure and reconstructing white-matter pathways in the living human brain. Fluctuations from multiple sources create significant additive noise in DWI data which must be suppressed before subsequent microstructure analysis. We introduce a self...

Alternative Titles

Full title

Patch2Self denoising of Diffusion MRI with Self-Supervision and Matrix Sketching

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2640467361

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2640467361

Other Identifiers

E-ISSN

2692-8205

DOI

10.1101/2022.03.15.484539