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2022 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2022 - Proceedings(2)
Medical Physics(2)
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Farmacología y terapéutica(2)
Medicina y salud(2)
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Ginecología, obstetricia, pediatría, geriatría(1)
Measuring 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:scopusU-Net Variations for Spontaneous Intracranial Hemorrhages Detection on CT Images
Conference ObjectAbstract: Brain injuries represent one of the most severe medical problems that affect people health worldwidePalabras claves:Computerized tomography scan, Convolutional neural network, deep learning, ICH, image segmentation, U-netAutores:Daniel Riofrio, Diego S. Benitez, Luis A. Erazo, Maria G. Baldeon Calisto, Noel Perez, Ricardo Flores MoyanoFuentes:googlescopusSU‐E‐T‐610: Impact of Variable Beam Spot Size on Treatment Time in Particle Therapy
Conference ObjectAbstract: Purpose: The dosimetric advantage of particle therapy comes with a much higher infrastructure investPalabras claves:Autores:Cabal G., Daniel Riofrio, Holzscheiter M., Jaekel O., Keyes R., Luan S., Sellner S.Fuentes:scopusSU‐FF‐T‐160: Planning Dynamic Particle Therapy
Conference ObjectAbstract: Purpose: To develop a planning algorithm for dynamic particle therapy. Materials and Methods: In ourPalabras claves:Autores:Daniel Riofrio, Demarco J., Fahimian B., Hecht A., Holzscheiter M., Keyes R., Luan S.Fuentes:scopus