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A Comparison of Deep Learning Models for Detecting COVID-19 in Chest X-ray Images

COVID-19 has spread around the world rapidly causing a pandemic. In this research, a set of Deep Learning architectures, for diagnosing the presence or not of the disease have been designed and compared; such as, a CNN with 4 incremental convolutional blocks; a VGG-19 architecture; an Inception netw...

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Detalles Bibliográficos
Autores principales: Peláez, Enrique, Serrano, Ricardo, Murillo, Geancarlo, Cárdenas, Washington
Formato: Online Artículo Texto
Lenguaje:English
Publicado: , IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8562105/
http://dx.doi.org/10.1016/j.ifacol.2021.10.282