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Improving Alzheimer's stage categorization with Convolutional Neural Network using transfer learning and different magnetic resonance imaging modalities

BACKGROUND: Alzheimer's Disease (AD) is a neurodegenerative disease characterized by progressive loss of memory and general decline in cognitive functions. Multi-modal imaging such as structural MRI and DTI provide useful information for the classification of patients on the basis of brain biom...

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Detalles Bibliográficos
Autores principales:	Aderghal, Karim, Afdel, Karim, Benois-Pineau, Jenny, Catheline, Gwénaëlle
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2020
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7733012/ https://www.ncbi.nlm.nih.gov/pubmed/33336093 http://dx.doi.org/10.1016/j.heliyon.2020.e05652

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