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scopus(7)
Diabetic Retinopathy: Detection and Classification Using AlexNet, GoogleNet and ResNet50 Convolutional Neural Networks
Conference ObjectAbstract: Diabetic retinopathy (DR) is an ocular condition developed in diabetes patients. This eye disease isPalabras claves:accuracy, cnn, Diabetic Retinopathy, Metrics classificationAutores:Andrés Tirado-Espín, Cadena-Morejón C., Cristina Chuya-Sumba, Diego Almeida-Galárraga, Fernando Villalba-Meneses, Graciela M. Salum, Jhonny Caicho, Nicole Jara, Omar Santiago Alvarado CandoFuentes:googlescopusConvolutional Neural Network for Imagine Movement Classification for Neurorehabilitation of Upper Extremities Using Low-Frequency EEG Signals for Spinal Cord Injury
Conference ObjectAbstract: As a result of the improvement of digital signal processing techniques and pattern recognition, it hPalabras claves:Convolutional neural network, Electroencephalogram, Neurorehabilitation, Spinal cordAutores:Alejandro S. Delgado, Andrés Tirado-Espín, Cadena-Morejón C., Carolina Cadena Morejón, Diego Almeida-Galárraga, Fernando Villalba-Meneses, Giovana F. Vaca, Graciela M. Salum, Lady L. González, Mario G. GualsaquíFuentes:googlescopusCOVID-19 Pulmonary Lesion Classification Using CNN Software in Chest X-ray with Quadrant Scoring Severity Parameters
Conference ObjectAbstract: The Sars-Cov2 virus has caused the worst health emergency of the last decade. Furthermore, new straiPalabras claves:Chest X-ray, cnn, covid-19, Lung lesion, Machine learning, U-netAutores:Alejandro B. Lojan, Andrés Tirado-Espín, Daniel A. Amaguaña, Denisse N. Niles, Diego Almeida-Galárraga, Fernando Villalba-Meneses, Graciela M. Salum, Noboa-Jaramillo A., Omar Santiago Alvarado CandoFuentes:googlescopusAlzheimer’s disease diagnosis system using electroencephalograms and machine learning models
ArticleAbstract: Alzheimer’s disease (AD) is a neurodegenerative disorder that gradually destroys brain cells causingPalabras claves:Alzheimer’s disease, Electroencephalograms, feature selection, Feed forward neural networksAutores:Graciela M. Salum, Isidro Rafael Amaro, Paola Martínez-Arias, Rigoberto Fonseca-DelgadoFuentes:googlescopusGUSignal: An Informatics Tool to Analyze Glucuronidase Gene Expression in Arabidopsis Thaliana Roots
ArticleAbstract: The uidA gene codifies for a glucuronidase (GUS) enzyme which has been used as a biotechnological toPalabras claves:Arabidopsis thaliana, digitalization and image capture, image processing and computer vision, image processing softwareAutores:Bryan Herrera-Romero, Diego Almeida-Galárraga, Fernando Villalba-Meneses, Graciela M. Salum, Marco Esteban Gudiño GomezjuradoFuentes:googlescopusNIFtHool: An informatics program for identification of NifH proteins using deep neural networks
ArticleAbstract: Atmospheric nitrogen fixation carried out by microorganisms has environmental and industrial importaPalabras claves:Deep Neural Network, Embedding Layers, K-mers, NifH protein, softwareAutores:Diego Almeida-Galárraga, Evelyn Dayana Aguiar-Salazar, Fernando Villalba-Meneses, Graciela M. Salum, J. D. Suquilanda-Pesántez, Marco Esteban Gudiño GomezjuradoFuentes:googlescopusSun ultraviolet radiation in Ibarra, Ecuador and its relation to vitamin D synthesis
ArticleAbstract: In the present work, we determined the necessary time to unchain the synthesis of vitamin D for a phPalabras claves:ECUADOR, Ibarra, Solar UV radiation, vitamin DAutores:Fernando Villalba-Meneses, Graciela M. Salum, Jackeline P.Pereira Carillo, Paola P.Echeverría Ortíz, Piacentini R.D.Fuentes:googlescopus