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IFMBE Proceedings(2)
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS(2)
Computing in Cardiology(1)
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Adaptive neuro-fuzzy inference system for acoustic analysis of 4-channel phonocardiograms using empirical mode decomposition
Conference ObjectAbstract: The heart's mechanical activity can be appraised by auscultation recordings, taken from the 4-StandaPalabras claves:Autores:Delgadotrejos E., Miguel A. Becerra, Orrego D.A.Fuentes:scopusDimensionality reduction based on fuzzy rough sets oriented to ischemia detection
Conference ObjectAbstract: This paper presents a dimensionality reduction study based on fuzzy rough sets with the aim of increPalabras claves:Autores:Delgadotrejos E., Miguel A. Becerra, Orrego D.A.Fuentes:scopusReconstruction of multi spatial resolution feature maps on a 2D model of atrial fibrillation: Simulation study
Conference ObjectAbstract: Catheter ablation is a technique used as treatment for atrial fibrillation, this procedure is guidedPalabras claves:ANN, approximate entropy, EGM, IDW, MEDIAN FILTER, Shannon entropyAutores:Cardona E.A., Miguel A. Becerra, Murillo-Escobar J., Orrego D.A., Palacio L.C., Tobon C., Valdés B.E.Fuentes:scopusPbkp_rediction of critical air quality events using support vector machines and particle swarm optimization
Conference ObjectAbstract: In recent years several investigation prove the effects of air pollutants over human health, in thisPalabras claves:Air quality, feature selection, pso, SVMAutores:Camilo Zapata-Hernandez, Murillo-Escobar J., Orrego D.A., Rojas-Idarraga Y.K.Fuentes:scopusStochastic analysis and classification of 4-area cardiac auscultation signals using Empirical Mode Decomposition and acoustic features
Conference ObjectAbstract: As cardiac murmurs do not generally appear in every area of auscultation, this paper presents an effPalabras claves:Autores:Delgadotrejos E., Mejia C., Miguel A. Becerra, Orrego D.A.Fuentes:scopus