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2022 IEEE Colombian Conference on Applications of Computational Intelligence Colcaci 2022 Proceedings(1)
2022 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2022 - Proceedings(1)
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scopus(3)
Analyzing the Effect of Basic Data Augmentation for COVID-19 Detection through a Fractional Factorial Experimental Design
ArticleAbstract: The COVID-19 pandemic has created a worldwide healthcare crisis. Convolutional Neural Networks (CNNsPalabras claves:convolutional neural networks, Covid-19 Detection, design of experiments, Fractional Factorial Design, Image Data Augmentation, Medical Image ClassificationAutores:Bernardo Puente-Mejia, Daniel Riofrio, Danny Navarrete, Diego S. Benitez, Juan Jose Murillo, Maria G. Baldeon Calisto, Mateo Hidalgo Davila, Noel Perez, Ricardo Flores MoyanoFuentes:scopusMeasuring the Impact of Data Augmentation Techniques in Lung Radiograph Classification Using a Fractional Factorial Design: A Covid-19 Case Study
Conference ObjectAbstract: Convolutional neural networks (CNNs) have become dominant in various computer vision tasks, obtaininPalabras claves:convolutional neural networks, Covid-19 Detection, design of experiments, Fractional Factorial Design, Image Data Augmentation, Medical Image ClassificationAutores:Bernardo Puente-Mejia, Daniel Riofrio, Danny Navarrete, Diego S. Benitez, Jose Murillo J., Maria G. Baldeon Calisto, Mateo Hidalgo Davila, Noel Perez, Ricardo Flores MoyanoFuentes:scopusDistilling Vision Transformers for no-reference Perceptual CT Image Quality Assessment
OtherAbstract: Image quality assessment of CT scans is of utmost importance in balancing radiation dose and image qPalabras claves:Image Quality Assessment, Low-dose computed tomography, Medical Image Classification, Transformer model distillation, vision TransformersAutores:Daniel Riofrio, Diego S. Benitez, Francisco Rivera-Velastegui, Lai-Yuen S.K., Maria G. Baldeon Calisto, Noel Perez, Ricardo Flores MoyanoFuentes:scopus