MR KLEAN: a Generalized Acquisition-agnostic LLR k-Space Denoising Method for High-dimensional Imaging
MR KLEAN provides robust, acquisition-and reconstruction-agnostic k-space denoising, improving image quality and allowing flexible spatial-temporal trade-offs. Results further support that high-dimensional k-space data retain intrinsic low-rank structure analogous to image space despite temporal signal variations.
Authors
- Dylan M Tisdall
- Ludwig Sichen Zhao (ORCID: https://orcid.org/0000-0001-5469-996X)
- Manuel Taso (ORCID: https://orcid.org/0000-0003-2405-9165)
- Jay A. Gottfried
- John A Detre
Institutions
- University of Pennsylvania (US)
Publication Details
- Journal
- bioRxiv (Cold Spring Harbor Laboratory)
- Published
- 2026-01-21
- DOI
- https://doi.org/10.64898/2026.01.20.699791
- Primary Topic
- Advanced MRI Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00