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scopus(26)
Eogstudio: A software platform for processing electrooculography recordings
Conference ObjectAbstract: Analysis of saccadic eye movements is a fundamental task for the study of different neurological disPalabras claves:biomedical engineering, computational neuroscience, Computer Aided Diagnosis, Electrooculography, Medical applicationsAutores:Becerra-García R.A., Peñalver J.G., Rodolfo García−Bermúdez, Ruiz F.R., San Román B., Velazquez-Perez L.Fuentes:scopusFeatures Selection for Fall Detection Systems Based on Machine Learning and Accelerometer Signals
Conference ObjectAbstract: Fall among older people is a major medical concern. Fall Detection Systems (FDSs) have been activelyPalabras claves:Accelerometer, Fall detection system, feature selection, Supervised algorithm, Support Vector Machine, WearablesAutores:Carlos A Silva, Casilari E., Rodolfo García−BermúdezFuentes:scopusEvaluating Mutual Information and Chi-Square Metrics in Text Features Selection Process: A Study Case Applied to the Text Classification in PubMed
Conference ObjectAbstract: The aim of this work was to compare the behavior of mutual information and Chi-square as metrics inPalabras claves:Chi-square, Features selection, mutual information, Natural Language processing, Software designAutores:Christian Torres-Morán, José Párraga-Valle, Rodolfo García−Bermúdez, Ruiz F.R., Simón-Cuevas A.Fuentes:scopusEvaluation of algorithms for automatic classification of heart sound signals
Conference ObjectAbstract: Auscultation is the primary tool for detection and diagnosis of cardiovascular diseases in hospitalsPalabras claves:classification algorithms, Heart sounds, Phonocardiogram, Preprocessing, Signal processingAutores:Céspedes-Pérez A., Ojeda-Riquenes Y., Pérez-Guzmán R.E., Rodolfo García−Bermúdez, Rojas-Ruiz F.Fuentes:scopusEvaluation of electro-oculography data for ataxia SCA-2 classification: A blind source separation approach
Conference ObjectAbstract: Spino Cerebellar Ataxia type 2 is an autosomal dominant cerebellar hereditary ataxia with the highesPalabras claves:Ataxia, Blind Source Separation, Computer-aided diagnosis, Electrooculography, Independent component analysisAutores:Becerra-García R.A., Peñalver J.G., Rodolfo García−Bermúdez, Ruiz F.R., Torres C., Valenzuela O., Velazquez-Perez L.Fuentes:scopusEvaluation of fitting functions for the saccade velocity profile in electrooculographic records
Conference ObjectAbstract: A saccade is an ocular movement that is characterized by speed and precision. The velocity profile oPalabras claves:Ataxia, Curve fitting, Eye movements, Gaussian series, Nonlinear regression, Saccade, SCA2, velocity profileAutores:Becerra-García R.A., José Arteaga-Vera, Rodolfo García−Bermúdez, Rodríguez M., Ruiz F.R., Velázquez-Mariño M., Velazquez-Perez L., Velázquez-Rodríguez C.Fuentes:scopusEvaluation of the differentiation of noisy electrooculographic records using continuous wavelet transform
Conference ObjectAbstract: The differentiation of signals in presence of noise results complicated, due to the amplification efPalabras claves:Electrooculography, saccades, velocity, Wavelet differentiationAutores:Becerra-García R.A., Christian Torres-Morán, David Zambrano-Montenegro, Gabriel Demera, Joya-Caparrós G., Rodolfo García−Bermúdez, Ruiz F.R.Fuentes:scopusComputer-Aided Diagnosis of Ataxia SCA-2 Using a Blind Source Separation Algorithm
ArticleAbstract: This work discusses a new approach for ataxia SCA-2 diagnosis based on the application of independenPalabras claves:biomedical engineering, Blind Source Separation, Computer-aided diagnosis, Independent component analysisAutores:Puntonet C.G., Rodolfo García−Bermúdez, Rodríguez-Labrada R., Román B.S., Ruiz F.R., Velazquez-Perez L.Fuentes:scopusDifferentiation of saccadic eye movement signals
ArticleAbstract: Saccadic electrooculograms are discrete biosignals that contain the instantaneous angular position oPalabras claves:Electrooculograms, Numerical differentiation, Saccades biomarkers computing, Saccades identificationAutores:Becerra-García R.A., Joya-Caparrós G., Rodolfo García−BermúdezFuentes:scopusData mining process for identification of non-spontaneous saccadic movements in clinical electrooculography
ArticleAbstract: In this paper we evaluate the use of the machine learning algorithms Support Vector Machines (SVM),Palabras claves:Classification and regression trees, Clinical electrooculography, K-NEAREST NEIGHBORS, Saccade identification, SUPPORT VECTOR MACHINESAutores:Becerra-García R.A., Cuevas-Beltrán F.R., Fernández-Higuera A., García-Lagos F., Joya-Caparrós G., Rodolfo García−Bermúdez, Rodráguez-Labrada R., Velázquez-Mariño M., Velázquez-Rodríguez C.Fuentes:scopus