Mostrando 7 resultados de: 7
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Publisher
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(5)
Neurocomputing(1)
Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10(1)
Área de conocimiento
Neurología(4)
Aprendizaje automático(3)
Ciencias de la computación(2)
Algoritmo(1)
Neuropsicología(1)
Origen
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: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: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: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:scopus