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Publisher
2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10(1)
Computer Methods and Programs in Biomedicine(1)
Computers in Cardiology(1)
Entropy(1)
Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009(1)
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Fisiología humana(4)
Enfermedades(3)
Medicina y salud(3)
El libro(1)
Farmacología y terapéutica(1)
Origen
scopus(5)
Automatic sleep stages classification using EEG entropy features and unsupervised pattern analysis techniques
ArticleAbstract: Sleep is a growing area of research interest in medicine and neuroscience. Actually, one major concePalabras claves:Clustering, Feature Extraction, feature selection, Q-α, Relevance analysis, Signal entropy, Sleep stagesAutores:Cirugeda-Roldán E., Cuesta-Frau D., Diego Hernán Peluffo-Ordóñez, Jiménez-Rodríguez A., Osorio-Forero A., Rodríguez-Sotelo J.L.Fuentes:scopusNonparametric density-based clustering for cardiac arrhythmia analysis
Conference ObjectAbstract: In this work, a nonsupervised algorithm for feature selection and a non-parametric density-based cluPalabras claves:Autores:Castellanos-Dominguez G., Cuesta-Frau D., Diego Hernán Peluffo-Ordóñez, Rodríguez-Sotelo J.L.Fuentes:scopusUnsupervised feature relevance analysis applied to improve ECG heartbeat clustering
ArticleAbstract: The computer-assisted analysis of biomedical records has become an essential tool in clinical settinPalabras claves:Electrocardiogram analysis, feature selection, Heartbeat classification, Q-α algorithm, Relevance analysisAutores:Castellanos-Dominguez G., Cuesta-Frau D., Diego Hernán Peluffo-Ordóñez, Rodríguez-Sotelo J.L.Fuentes:scopusUnsupervised feature selection in cardiac arrhythmias analysis
Conference ObjectAbstract: The problem of detecting clinical events related to cardiac arrhythmias in long term electrocardiogrPalabras claves:Autores:Castellanos-Dominguez G., Cuesta-Frau D., Diego Hernán Peluffo-Ordóñez, Rodríguez-Sotelo J.L.Fuentes:scopusWeighted-PCA for unsupervised classification of cardiac arrhythmias
Conference ObjectAbstract: A method that improves the feature selection stage for non-supervised analysis of Holter ECG signalsPalabras claves:Autores:Castellanos-Dominguez G., Cuesta-Frau D., Delgadotrejos E., Diego Hernán Peluffo-Ordóñez, Rodríguez-Sotelo J.L.Fuentes:scopus