Deep multi-scale location-aware 3D convolutional neural networks for automated detection of lacunes of presumed vascular origin

Lacunes of presumed vascular origin (lacunes) are associated with an increased risk of stroke, gait impairment, and dementia and are a primary imaging feature of the small vessel disease. Quantification of lacunes may be of great importance to elucidate the mechanisms behind neuro-degenerative disor...

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Detalhes bibliográficos
Publicado no:Neuroimage Clin
Main Authors: Ghafoorian, Mohsen, Karssemeijer, Nico, Heskes, Tom, Bergkamp, Mayra, Wissink, Joost, Obels, Jiri, Keizer, Karlijn, de Leeuw, Frank-Erik, Ginneken, Bram van, Marchiori, Elena, Platel, Bram
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2017
Assuntos:
Regular Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5322213/
https://ncbi.nlm.nih.gov/pubmed/28271039
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.nicl.2017.01.033
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