Mapping of MRI's T 2 relaxation time at low SNR using Bloch simulations and principal component analysis image denoising.

NMR in biomedicine(2022)

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摘要
Employing MP-PCA denoising as a preprocessing step decreases noise related variability of T maps produced by the EMC algorithm and thus increases their precision. The proposed method can be useful for a wide range of clinical applications by facilitating earlier detection of pathologies and improving the accuracy of patients' follow up.
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关键词
Denoising,MRI image denoising,Quantitative MRI,T2 mapping,T2 relaxation
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