Denoising very low-field magnetic resonance images using native noise modeling

Low-field MRI is gaining interest, especially in low-resource settings, due to its low cost, portability, small footprint, and low power consumption. However, it suffers from significant noise, limiting its clinical utility. This study introduces native noise denoising (NND), which leverages the inh...

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Bibliographic Details
Main Authors: Tonny Ssentamu, Alvin Kimbowa, Ronald Omoding, Edgar Atamba, Pius K. Mukwaya, George W. Jjuuko, Sairam Geethanath
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Neuroimaging
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Online Access:https://www.frontiersin.org/articles/10.3389/fnimg.2025.1501801/full
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