Documentos de Juan Jose Murillo | REDI

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Área temáticas: "Medicina y salud"

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Emerging Science Journal(1)

Área temáticas

Ingeniería y operaciones afines(1)

Tecnología (Ciencias aplicadas)(1)

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Aprendizaje automático(1)

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Covid-19 Detection(1)

Fractional Factorial Design(1)

Image Data Augmentation(1)

Medical Image Classification(1)

convolutional neural networks(1)

Analyzing the Effect of Basic Data Augmentation for COVID-19 Detection through a Fractional Factorial Experimental Design

Abstract: The COVID-19 pandemic has created a worldwide healthcare crisis. Convolutional Neural Networks (CNNs

Palabras claves:

convolutional neural networks, Covid-19 Detection, design of experiments, Fractional Factorial Design, Image Data Augmentation, Medical Image Classification

Bernardo Puente-Mejia, Daniel Riofrio, Danny Navarrete, Diego S. Benitez, Juan Jose Murillo, Maria G. Baldeon Calisto, Mateo Hidalgo Davila, Noel Perez, Ricardo Flores Moyano