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...

Descripción completa

Detalles Bibliográficos
Autores principales: Quaak, Mirjam, van de Mortel, Laurens, Thomas, Rajat Mani, van Wingen, Guido
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Review Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8209481/
https://www.ncbi.nlm.nih.gov/pubmed/33677240
http://dx.doi.org/10.1016/j.nicl.2021.102584

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8209481/
https://www.ncbi.nlm.nih.gov/pubmed/33677240
http://dx.doi.org/10.1016/j.nicl.2021.102584

Ejemplares similares