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Untrained perceptual loss for image denoising of line-like structures in MR images

Untrained perceptual loss for image denoising of line-like structures in MR images

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_3171771916

Untrained perceptual loss for image denoising of line-like structures in MR images

About this item

Full title

Untrained perceptual loss for image denoising of line-like structures in MR images

Publisher

United States: Public Library of Science

Journal title

PloS one, 2025-02, Vol.20 (2), p.e0318992

Language

English

Formats

Publication information

Publisher

United States: Public Library of Science

More information

Scope and Contents

Contents

In the acquisition of Magnetic Resonance (MR) images shorter scan times lead to higher image noise. Therefore, automatic image denoising using deep learning methods is of high interest. In this work, we concentrate on image denoising of MR images containing line-like structures such as roots or vessels. In particular, we investigate if the special...

Alternative Titles

Full title

Untrained perceptual loss for image denoising of line-like structures in MR images

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_plos_journals_3171771916

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_3171771916

Other Identifiers

ISSN

1932-6203

E-ISSN

1932-6203

DOI

10.1371/journal.pone.0318992

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