Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: Methods and applications

•Overview of deep learning basic concepts: architecture, learning and testing.•Literature review of deep learning in neuroimaging studies of brain-based disorders.•Discussion about future research and challenges of deep learning in neuroimaging. Deep learning (DL) is a family of machine learning met...

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Bibliographic Details
Published in:Neuroscience and biobehavioral reviews Vol. 74; no. Pt A; pp. 58 - 75
Main Authors: Vieira, Sandra, Pinaya, Walter H.L., Mechelli, Andrea
Format: Journal Article
Language:English
Published: United States Elsevier Ltd 01.03.2017
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ISSN:0149-7634, 1873-7528
Online Access:Get full text
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