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Deep Residual Learning for Neuroimaging: An application to Predict Progression to Alzheimer’s Disease

BACKGROUND: The unparalleled performance of deep learning approaches in generic image processing has motivated its extension to neuroimaging data. These approaches learn abstract neuroanatomical and functional brain alterations that could enable exceptional performance in classification of brain dis...

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Detalhes bibliográficos
Publicado no:J Neurosci Methods
Main Authors: Abrol, Anees, Bhattarai, Manish, Fedorov, Alex, Du, Yuhui, Plis, Sergey, Calhoun, Vince
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7297044/
https://ncbi.nlm.nih.gov/pubmed/32275915
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jneumeth.2020.108701
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