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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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Detalles Bibliográficos
Autores principales: Ezzat, Dalia, Hassanien, Aboul Ella, Ella, Hassan Aboul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7505822/
https://www.ncbi.nlm.nih.gov/pubmed/32982615
http://dx.doi.org/10.1016/j.asoc.2020.106742