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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(8)
Cognitive Computation(1)
Neurocomputing(1)
Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10(1)
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Fisiología humana(3)
Medicina y salud(2)
Ciencias de la computación(1)
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Neurología(8)
Aprendizaje automático(5)
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scopus(11)
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: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:scopusArchitecture for neurological coordination tests implementation
Conference ObjectAbstract: This paper proposes a generic architecture for devising interactive neurological assessment tests, aPalabras claves:Finger-Nose-Finger test, Machine learning, Neurological tests, Software architecture, Touchscreen devicesAutores:Atencia M., Pupo-Ricardo D., Rodolfo García−Bermúdez, Sandoval F., Velázquez-Mariño M.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: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 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:scopusIdentification of saccadic components in spinocerebellar ataxia applying an independent component analysis algorithm
ArticleAbstract: Anomalies in the oculomotor system are well known symptoms in different neurodegenerative diseases.Palabras claves:Ataxia, biomedical engineering, Computer Aided Diagnosis, electro-oculography, Independent component analysis, Spino cerebellar ataxia type 2Autores:Becerra-García R.A., Peñalver J.G., Rodolfo García−Bermúdez, Ruiz F.R., San Román B., Valenzuela O., Velazquez-Perez L.Fuentes:scopusUnsupervised Learning as a Complement to Convolutional Neural Network Classification in the Analysis of Saccadic Eye Movement in Spino-Cerebellar Ataxia Type 2
Conference ObjectAbstract: This paper aims at assessing spino-cerebellar type 2 ataxia by classifying electrooculography recorPalabras claves:classification, convolutional neural networks, K-Means, Saccadic eye movement, Self-Organizing Maps, unsupervised learningAutores:Atencia M., Becerra-García R.A., García-Lagos F., Joya-Caparrós G., Rodolfo García−Bermúdez, Stoean C., Stoean R., Velazquez-Perez L.Fuentes:scopusSaccadic points classification using multilayer perceptron and random forest classifiers in EOG recordings of patients with ataxia SCA2
Conference ObjectAbstract: In this paper, we compare the performance of two different methods for the task of electrooculogramPalabras claves:ataxia sca2, eog signals, Multilayer Perceptron, random forest, saccadesAutores:Becerra-García R.A., Joya-Caparrós G., Pino C., Rodolfo García−Bermúdez, Rodríguez R., Velazquez-Perez L.Fuentes:scopus