We investigated the application of blind source separation, robust principal component analysis (BSS-rPCA) for myelin water imaging in a panel of mice exhibiting varied myelination profiles. BSS-rPCA exhibited sensitivity to myelin as evidenced by region of interest (ROI) analysis of several white matter tracts as a function of hypomyelinating genotype. By combining BSS-rPCA with estimates of neurite orientation dispersion and density imaging (NODDI)-derived axon water fraction (AWF) maps, we conclude that BSS-rPCA is sensitive to variations in myelin content in the presence of stable axon density.
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