Evaluation of a deep learning approach for the segmentation of brain tissues and white matter hyperintensities of presumed vascular origin in MRI

Automatic segmentation of brain tissues and white matter hyperintensities of presumed vascular origin (WMH) in MRI of older patients is widely described in the literature. Although brain abnormalities and motion artefacts are common in this age group, most segmentation methods are not evaluated in a...

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Bibliografiske detaljer
Udgivet i:Neuroimage Clin
Main Authors: Moeskops, Pim, de Bresser, Jeroen, Kuijf, Hugo J., Mendrik, Adriënne M., Biessels, Geert Jan, Pluim, Josien P.W., Išgum, Ivana
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2017
Fag:
Regular Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5683197/
https://ncbi.nlm.nih.gov/pubmed/29159042
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.nicl.2017.10.007
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