White matter hyperintensity and stroke lesion segmentation and differentiation using convolutional neural networks

White matter hyperintensities (WMH) are a feature of sporadic small vessel disease also frequently observed in magnetic resonance images (MRI) of healthy elderly subjects. The accurate assessment of WMH burden is of crucial importance for epidemiological studies to determine association between WMHs...

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Bibliografiske detaljer
Udgivet i:Neuroimage Clin
Main Authors: Guerrero, R., Qin, C., Oktay, O., Bowles, C., Chen, L., Joules, R., Wolz, R., Valdés-Hernández, M.C., Dickie, D.A., Wardlaw, J., Rueckert, D.
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2017
Fag:
Regular Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5842732/
https://ncbi.nlm.nih.gov/pubmed/29527496
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.nicl.2017.12.022
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