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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(7)
Artificial Neural Networks and Intelligent Information Processing - Proc. 5th Int. Workshop on Artificial Neural Networks and Intelligent Information Processing - ANNIIP 2009, held with ICINCO 2009(1)
Cognitive Computation(1)
NCTA 2011 - Proceedings of the International Conference on Neural Computation Theory and Applications(1)
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Computer-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:scopusA blind source separation algorithm for the processing and classification of electro-oculogram data
Conference ObjectAbstract: Abnormalities in the oculomotor system are well known clinical symptoms in patients of several neuroPalabras claves:Autores:Rodolfo García−Bermúdez, Ruiz F.R., San Román B., Valenzuela O., Velazquez-Perez L.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:scopusAdvances in ataxia SCA-2 diagnosis using independent component analysis
Conference ObjectAbstract: This work discusses a new approach for ataxia SCA-2 diagnosis based in the application of independenPalabras claves:Autores:Puntonet C.G., Rodolfo García−Bermúdez, Rodríguez R., Ruiz F.R., San Román B., Velazquez-Perez L.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: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 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:scopusIndependent component analysis aided diagnosis of cuban spino cerebellar ataxia 2
Conference ObjectAbstract: Precedent studies have found abnormalities in the oculomotor system in patients with severe SCA2 forPalabras claves:Ataxia, biomedical engineering, Computer Aided Diagnosis, electro-oculography, Independent component analysis, SCA2Autores:Peñalver J.G., Prieto A., Rodolfo García−Bermúdez, Rodríguez R., Ruiz F.R., San Román B., Valenzuela O., Velazquez-Perez L.Fuentes:scopus