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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(4)
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)
Journal of Clinical Investigation(1)
NCTA 2011 - Proceedings of the International Conference on Neural Computation Theory and Applications(1)
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scopus(7)
Automatic 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 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:scopusFamilial Alzheimer's disease-associated presenilin-1 alters cerebellar activity and calcium homeostasis
ArticleAbstract: Familial Alzheimer's disease (FAD) is characterized by autosomal dominant heritability and early disPalabras claves:Autores:Barrera-Ocampo A., De Zeeuw C.I., Ferrer I., Glatzel M., Hagel C., Korwitz A., Langer T., Lopera F., María Fernanda Vinueza-Veloz, Rodríguez-Labrada R., Schonewille M., Sepulveda-Falla D., Velazquez-Perez L., Villegas A., Zhou H., Zhou K.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 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: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