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An optimized deep learning architecture for the diagnosis of COVID-19 disease based on gravitational search optimization

In this paper, a novel approach called GSA-DenseNet121-COVID-19 based on a hybrid convolutional neural network (CNN) architecture is proposed using an optimization algorithm. The CNN architecture that was used is called DenseNet121, and the optimization algorithm that was used is called the gravitat...

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Detalhes bibliográficos
Publicado no:Appl Soft Comput
Main Authors: Ezzat, Dalia, Hassanien, Aboul Ella, Ella, Hassan Aboul
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7505822/
https://ncbi.nlm.nih.gov/pubmed/32982615
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.asoc.2020.106742
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