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A novel method for denoising MR images is proposed that is based on the principle of k-space data substitution. The method consists of classifying the k-space data of the image to be denoised into two subsets: the preserved set containing original higher SNR samples that are kept unchanged during denoising process, and the substitution set where the original samples having lower SNR are substituted...
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