Mostrando 10 resultados de: 16
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(9)
Neurocomputing(2)
NCTA 2011 - Proceedings of the International Conference on Neural Computation Theory and Applications(1)
PLoS ONE(1)
Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10(1)
Área temáticas
Enfermedades(7)
Fisiología humana(7)
Ciencias de la computación(3)
Métodos informáticos especiales(3)
Física aplicada(2)
Cluster analysis of finger-to-nose test for spinocerebellar ataxia assessment
Conference ObjectAbstract: The Finger-to-nose test (FNT) is an accepted neurological evaluation to study the coordination condiPalabras claves:CLÚSTER ANALYSIS, Finger-to-nose test, Incoordination assessment, NeuroScreening coordinationAutores:Atencia M., Becerra-García R.A., Pupo-Ricardo D., Rodolfo García−Bermúdez, Sandoval F., Velázquez-Mariño M., Velazquez-Perez L.Fuentes:scopusAutomatic glissade determination through a mathematical model in electrooculographic records
Conference ObjectAbstract: The glissadic overshoot is characterized by an unwanted type of movement known as glissades. The gliPalabras claves:Autores:Becerra-García R.A., Rodolfo García−Bermúdez, Rojas-Ruiz F., Velazquez-Perez L., Velázquez-Rodríguez C.Fuentes:scopusA comparison of two fitting functions for sacadic pulse component mathematical modelling
Conference ObjectAbstract: An accepted model for the saccade signal of ocular motor neurons comprises two components in the forPalabras claves:Autores:Becerra-García R.A., López L., Rodolfo García−Bermúdez, Ruiz F.R., Velázquez-Mariño M., Velazquez-Perez L., Velázquez-Rodríguez C.Fuentes:scopusA hybrid unsupervised-Deep learning tandem for electrooculography time series analysis
ArticleAbstract: Medical data are often tricky to get mined for patterns even by the generally demonstrated successfuPalabras claves:Autores:Atencia M., Becerra-García R.A., García-Lagos F., Joya-Caparrós G., Rodolfo García−Bermúdez, Stoean C., Stoean R., Velazquez-Perez L.Fuentes: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:scopusEogstudio: 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: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 hebkp_reditary ataxia with the hiPalabras 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: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:scopus