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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Detalhes bibliográficos
Publicado no:Neuroimage Clin
Main Authors: Moeskops, Pim, de Bresser, Jeroen, Kuijf, Hugo J., Mendrik, Adriënne M., Biessels, Geert Jan, Pluim, Josien P.W., Išgum, Ivana
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2017
Assuntos:
Regular Article
Acesso em linha: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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