Mostrando 4 resultados de: 4
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Communications in Computer and Information Science(2)
International Journal on Advanced Science, Engineering and Information Technology(1)
Proceedings - 3rd International Conference on Information Systems and Software Technologies, ICI2ST 2022(1)
Development 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:scopusConvolutional 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:googlescopusIntelligent Electromyograph for Early Detection of Myopathy and Neuropathy Using EMG Signals and Neural Network Model
Conference ObjectAbstract: The present work proposes developing an electromyograph to give a reliable diagnosis for detecting nPalabras claves:Electromyography, Medical conditions, Neural networks, pathology, smart deviceAutores:Andrea Valenzuela-Guerra, Andrés Tirado-Espín, Bryan Cerón-Andrade, Daniela Negrete-Bolagay, Diego Almeida-Galárraga, Diego Suntaxi-Dominguez, Evelyn Dayana Aguiar-Salazar, Fernando Villalba-Meneses, Xiomira Fiallos-AyalaFuentes:googlescopusSkin Lesion Detection and Classification Using Convolutional Neural Network for Deep Feature Extraction and Support Vector Machine
ArticleAbstract: Pigmented skin lesion identification is essential for detecting harmful pathologies related to thisPalabras claves:Convolutional neural network, HAM10000, image preprocessing, image segmentation, melanoma, skin lesionsAutores:Diego Almeida-Galárraga, Fernando Villalba-Meneses, Jackeline P. Pereira, Keiko S. Veintimilla, Kevin O. Pila, Omar Santiago Alvarado Cando, Oscar Yanchatuña, Paola A. VásquezFuentes:googlescopus