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Deep learning applications for the classification of psychiatric disorders using neuroimaging data: Systematic review and meta-analysis

Deep learning (DL) methods have been increasingly applied to neuroimaging data to identify patients with psychiatric and neurological disorders. This review provides an overview of the different DL applications within psychiatry and compares DL model accuracy to standard machine learning (SML). Fift...

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Detalhes bibliográficos
Publicado no:Neuroimage Clin
Main Authors: Quaak, Mirjam, van de Mortel, Laurens, Thomas, Rajat Mani, van Wingen, Guido
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8209481/
https://ncbi.nlm.nih.gov/pubmed/33677240
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.nicl.2021.102584
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