Data-set class-balancing and the Convolutional Vision Transformer: An analysis of chest radiographs for SARS-CoV-2 detection

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作者
Escobar-Ortiz, Andres F. [1 ]
Amezquita-Dussan, Maria A. [2 ]
Galindo-Sanchez, Juan S. [2 ]
Pardo-Cabrera, Josh [1 ]
Hurtado-López, Julián [3 ]
Ramirez-Moreno, David F. [4 ]
Sua-Villegas, Luz F. [5 ,6 ]
Fernandez-Trujillo, Liliana [6 ,7 ]
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[1] Faculty of Basic Sciences, Universidad Autónoma de Occidente, Cali, Colombia
[2] Centro de Investigaciones Clínicas, Fundación Valle del Lili, Cali, Colombia
[3] Department of Mathematics and Statistics, Universidad Autónoma de Occidente, Cali, Colombia
[4] Department of Physics, Universidad Autónoma de Occidente, Cali, Colombia
[5] Department of Pathology and Laboratory Medicine, Fundación Valle del Lili, Cali, Colombia
[6] Faculty of Health Sciences, Universidad Icesi, Cali, Colombia
[7] Department of Internal Medicine, Pulmonology Service, Fundación Valle del Lili, Cali, Colombia
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