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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Neuroimage Clin
Prif Awduron: Quaak, Mirjam, van de Mortel, Laurens, Thomas, Rajat Mani, van Wingen, Guido
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Elsevier 2021
Pynciau:
Mynediad Ar-lein: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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