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Proceedings - 2021 2nd International Conference on Information Systems and Software Technologies, ICI2ST 2021(1)
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Comparison Between Two Novel Approaches in Automatic Breast Cancer Detection and Diagnosis and Its Contribution in Military Defense
Conference ObjectAbstract: Breast cancer is a serious global health problem to which we are all prone, taking into account thePalabras claves:Breast Cancer, convolutional neural networks, deep learning, Mammography, military applicationsAutores:Andrés Tirado-Espín, Diego Almeida-Galárraga, Diego Suntaxi-Dominguez, Fernando Villalba-Meneses, Jackeline Pereira-Carrillo, Oscar V. GuarnizoFuentes:googlescopusBrain Tumor Segmentation Based on 2D U-Net Using MRI Multi-modalities Brain Images
Conference ObjectAbstract: Glioblastoma is the most common malignant primary brain tumor, making up approximately 80% of all maPalabras claves:Brain tumor segmentation, BraTS dataset, glioma, Multimodal MRI, U-netAutores:Andrés Tirado-Espín, Cadena-Morejón C., Daniela Tene-Hurtado, Diego Almeida-Galárraga, Fernando Villalba-Meneses, Omar Santiago Alvarado Cando, Orozco-López O., Salazar V.H.Fuentes:googlescopusDevelopment of a System to Detect Stress Using Electrocardiographic Signals and Machine Learning Models
Conference ObjectAbstract: Due to the modern lifestyle, environment, and global events of the century, mental health has becomePalabras claves:classification, eCG, ML, StressAutores:Andrés Tirado-Espín, Diego Almeida-Galárraga, Fernando Villalba-Meneses, Paola A. Vásquez-Ucho, Rafael Valencia-Ramos, Valeria Herrera SalazarFuentes:scopusDiabetic 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:googlescopusCancer Detection Based on Electrical Properties of Tissues
Conference ObjectAbstract: Cancer is one of the leading causes of death worldwide. Therefore, early detection is essential sincPalabras claves:Bioimpedance, Biological tissues, Cáncer, detection, Dielectric propertiesAutores:Adriana Estrella, Andrés Tirado-Espín, Anthony Crespo, Diego Almeida-Galárraga, Nataly López, Nicole PazFuentes:googlescopusAgenda-setting and immigration: Critical analysis of discourse and frequency in the media. Descriptive analysis of research in scientific journals from 2015 to 2020
ArticleAbstract: This article studies the agenda-setting and immigration, from two perspectives: the frequency with wPalabras claves:Agenda-setting, frequency, immigration, media, SpeechAutores:Andrés Tirado-Espín, Cuesta U., Diego Almeida-Galárraga, Martínez-Martínez L.Fuentes:scopusFraming and Immigration: New Frames in Media and Social Networks
Conference ObjectAbstract: Spain continues to be an attractive destination for the migration of people from all over the world.Palabras claves:Agenda-setting, Framing, immigration, media, SOCIAL NETWORKSAutores:Andrés Tirado-Espín, Cuesta U., Diego Almeida-Galárraga, Martínez-Martínez L.Fuentes:googlescopusGlaucoma detection through digital processing from fundus images using MATLAB
Conference ObjectAbstract: A considerable proportion of the global population has lost vision due to the late diagnosis of glauPalabras claves:angle closure glaucoma, Cdr, fundus images, glaucoma, Open angle glaucoma, Smoothing filterAutores:Andrés Tirado-Espín, Daniela Tene-Hurtado, Diego Almeida-Galárraga, Erick Insuasti-Cruz, Fernando Villalba-Meneses, Karina Benavides-Montenegro, Nicole Lovato, Victoria Suárez-JaramilloFuentes:googlescopus