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

Internet

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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