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

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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Bibliographic Details
Main Authors: Mirjam Quaak, Laurens van de Mortel, Rajat Mani Thomas, Guido van Wingen
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:NeuroImage: Clinical
Subjects:
Deep learning
Machine learning
Psychiatry
Neuroimaging
Artificial Intelligence
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158221000280

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http://www.sciencedirect.com/science/article/pii/S2213158221000280

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