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Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS(2)
2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10(1)
Computers in Cardiology(1)
Computing in Cardiology(1)
Eurasip Journal on Advances in Signal Processing(1)
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scopus(10)
A kernel-based representation to support 3D MRI unsupervised clustering
Conference ObjectAbstract: A new kernel-based image representation is proposed on this paper aiming to support clustering tasksPalabras claves:Autores:A. E. Castro-Ospina, Álvarez-Meza A.M., Cardenas-Pena D., Castellanos-Dominguez G., Orbes-Arteaga M.Fuentes:scopusEstimating respiratory frequency from HRV during treadmill exercise testing
Conference ObjectAbstract: The indirect extraction of respiratory frequency during exercise testing is very interesting and chaPalabras claves:Autores:Bailon-Luesma R., Castellanos-Dominguez G., Pablo Laguna, Sepulveda-Cano L.M., Sierra-Alonso E.F.Fuentes:scopusEffect of latency on clustering of P300 recordings for ADHD discrimination
Conference ObjectAbstract: This paper is focused on testing the latency contribution as regards the quality of formed groups foPalabras claves:Autores:Castellanos-Dominguez G., Diego Hernán Peluffo-Ordóñez, Martinez-Vargas J.D.Fuentes:scopusEffectiveness of morphological and spectral heartbeat characterization on arrhythmia clustering for Holter recordings
Conference ObjectAbstract: Heartbeat characterization is an important issue in cardiac assistance diagnosis systems. In particuPalabras claves:clustering methods, Feature Extraction, Signal analysisAutores:Castellanos-Dominguez G., Castro-Hoyos C., Diego Hernán Peluffo-Ordóñez, 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:scopusP300 analysis based on time frequency decomposition methods for adhd discrimination in child population
Conference ObjectAbstract: According to the Diagnostic and Statistical Manual of Mental Disorders (DSM-IV), attention deficit hPalabras claves:Attention Deficit Hyperactivity Disorder, Discrete Wavelet Transform, empirical mode decomposition, Evoked potentials, P300Autores:A. E. Castro-Ospina, Castellanos-Dominguez G., Duque-Munoz 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:scopusSelection of nonstationary dynamic features for obstructive sleep apnoea detection in children
ArticleAbstract: This paper discusses the methodology for selecting a set of relevant nonstationary features to increPalabras claves:Autores:Castellanos-Dominguez G., Gil E., Pablo Laguna, Sepulveda-Cano L.M.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:scopusSleep apnoea detection in children using PPG envelope-based dynamic features
Conference ObjectAbstract: Photopletysmography signal has been developed for monitoring of Obstructive Sleep Apnoea, in particuPalabras claves:Autores:Castellanos-Dominguez G., Gil E., Pablo Laguna, Sepulveda-Cano L.M.Fuentes:scopus