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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(3)
PLoS ONE(1)
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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:scopusA hybrid unsupervised-Deep learning tandem for electrooculography time series analysis
ArticleAbstract: Medical data are often tricky to get mined for patterns even by the generally demonstrated successfuPalabras claves:Autores:Atencia M., Becerra-García R.A., García-Lagos F., Joya-Caparrós G., Rodolfo García−Bermúdez, Stoean C., Stoean 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: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