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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(4)
NCTA 2011 - Proceedings of the International Conference on Neural Computation Theory and Applications(1)
Neurocomputing(1)
Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10(1)
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ODS 3: Salud y bienestar(7)
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scopus(7)
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: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 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: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:scopusPulse component modification detection in Spino cerebellar ataxia 2 using ICA
Conference ObjectAbstract: Anomalies in the oculomotor system are well known symptoms in patients with severe Spino CerebellarPalabras claves:Ataxia, biomedical engineering, Computer Aided Diagnosis, electro-oculography, Independent component analysis, SCA2Autores:Becerra-García R.A., Peñalver J.G., Rodolfo García−Bermúdez, Rodríguez R., Ruiz F.R., Valenzuela O., Velazquez-Perez L.Fuentes:scopusSelection of wavelet decomposition level for electro-oculographic saccadic de-noising
Conference ObjectAbstract: Ataxia SCA2 is a neurological disorder among a group of inherited diseases of the central nervous syPalabras claves:de-noising, electro-oculography, Signal processing, Spino cerebellar ataxia type 2, WaveletAutores:Becerra-García R.A., Rodolfo García−Bermúdez, Rodríguez R., Ruiz F.R., 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:scopus