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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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Publicat a:Neuroimage Clin
Autors principals: 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
Format: Artigo
Idioma:Inglês
Publicat: Elsevier 2017
Matèries:
Accés en línia: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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