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We propose a novel algorithm for the segmentation of newborn brain MRI, based on mathematical morphology. The algorithm combines image information with high-level anatomical knowledge to deal with the difficulties of newborn brain MRI segmentation (lower signal-to-noise ratio, reduced contrast and different brain structure compared to the adult brain). It robustly segments the brain globally (intracranial...
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