2018
DOI: 10.31237/osf.io/8y6s7
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Voxel-Wise Image Analysis for White Matter Hyperintensity Segmentation

Abstract: White matter hyperintensities (WMH) are regions of increased pixel intensity in T2-weighted MRI which are correlated with several neurodegenerative diseases. Human segmentation of WMH is time consuming and inconsistent, motivating automation of WMH segmentation. While many algorithms for this task have previously been proposed, few have been validated on MRI from different sources, despite the sensitivity of most algorithms to source-specific image features. This thesis presents a segmentation algorithm called… Show more

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