Mostrando 7 resultados de: 7
Filtros aplicados
Publisher
Advances in Intelligent Systems and Computing(1)
Computation(1)
F1000Research(1)
IEEE/ACM Transactions on Computational Biology and Bioinformatics(1)
International Journal on Advanced Science, Engineering and Information Technology(1)
Área temáticas
Enfermedades(3)
Bioquímica(1)
Fisiología humana(1)
Ginecología, obstetricia, pediatría, geriatría(1)
Medicina y salud(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:scopusGUSignal: 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: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: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:googlescopusRapid Detection of Cardiac Pathologies by Neural Networks Using ECG Signals (1D) and sECG Images (3D)
ArticleAbstract: Usually, cardiac pathologies are detected using one-dimensional electrocardiogram signals or two-dimPalabras claves:LSTM, matlab, Neural networks, PYTHON, ResNet34, sECG imagesAutores:Andrés Tirado-Espín, Daniel Amaguaña-Marmol, Diego Almeida-Galárraga, Evelyn Dayana Aguiar-Salazar, Fernando Villalba-MenesesFuentes:googlescopusPbkp_rediction of Parkinson’s Disease Severity Based on Gait Signals Using a Neural Network and the Fast Fourier Transform
Conference ObjectAbstract: Parkinson’s disease (PD) is a chronic and progressive movement disorder affecting the nervous systemPalabras claves:Artificial Neural Network, Fast fourier transform, Gait Analysis, Multiclassifier system, Parkinson’s DiseaseAutores:Diego Almeida-Galárraga, Dionis E. López-Ramos, Fernando Villalba-Meneses, J. D. Suquilanda-Pesántez, M. C. Muñoz, M. C. Zambonino-Soria, M. G. Pineda-Molina, Nataly S. MilánFuentes: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