A pre-trained convolutional neural network with optimized capsule networks for chest X-rays COVID-19 diagnosis

Coronavirus disease (COVID-19) is rapidly spreading worldwide. Recent studies show that radiological images contain accurate data for detecting the coronavirus. This paper proposes a pre-trained convolutional neural network (VGG16) with Capsule Neural Networks (CapsNet) to detect COVID-19 with unbal...

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Detalles Bibliográficos
Autores principales: AbouEl-Magd, Lobna M., Darwish, Ashraf, Snasel, Vaclav, Hassanien, Aboul Ella
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9397163/
https://www.ncbi.nlm.nih.gov/pubmed/36034678
http://dx.doi.org/10.1007/s10586-022-03703-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9397163/
https://www.ncbi.nlm.nih.gov/pubmed/36034678
http://dx.doi.org/10.1007/s10586-022-03703-2

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