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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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Dettagli Bibliografici
Pubblicato in:J Neurosci Methods
Autori principali: Abrol, Anees, Bhattarai, Manish, Fedorov, Alex, Du, Yuhui, Plis, Sergey, Calhoun, Vince
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2020
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Accesso online: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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