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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...
Autores principales: | 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 |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5322213/ https://www.ncbi.nlm.nih.gov/pubmed/28271039 http://dx.doi.org/10.1016/j.nicl.2017.01.033 |
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