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Communications in Computer and Information Science(2)
Proceedings - 2021 2nd International Conference on Information Systems and Software Technologies, ICI2ST 2021(1)
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao(1)
Brain 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:googlescopusDiabetic 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: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:googlescopusProcessing and analysis of digital images for the diagnosis of ophthalmological diseases
ArticleAbstract: This work presents a study focused on the processing and analysis of digital images for the timely dPalabras claves:extraction, Images analysis, Medical Imaging, Ocular diseases, processing, segmentation, Tele-diagnosisAutores:Bryan Herrera-Romero, Carlos P. Villalba-Meneses, Diego Almeida-Galárraga, Fernando Villalba-Meneses, Graciela M. Salum, Paola P. Echeverría-OrtízFuentes:scopus