Spike-and-wave epileptiform discharge pattern detection based on Kendall’s Tau-b Coefficient

"Epilepsy is a main public health issue. An appropriate epileptiform discharges pattern detection of this neurological disease, is a typical problem in biomedical engineering. In this paper, a new method is proposed for spike-and-wave discharge pattern detection based on Kendall’s Tau Coefficien...

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Autores principales: Ems, Joaquín, Hirschson Álvarez Prado, Lourdes, Carenzo, Catalina, Muro, Valeria, D'Giano, Carlos, Quintero-Rincón, Antonio
Formato: Póster
Lenguaje:Inglés
Publicado: 2019
Materias:
EPILEPSIA
Acceso en línea:http://ri.itba.edu.ar/handle/123456789/1597
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Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA) de Instituto Tecnológico de Buenos Aires (ITBA)
id I32-R138-123456789-1597
record_format dspace
spelling I32-R138-123456789-15972022-12-07T15:14:47Z Spike-and-wave epileptiform discharge pattern detection based on Kendall’s Tau-b Coefficient Ems, Joaquín Hirschson Álvarez Prado, Lourdes Carenzo, Catalina Muro, Valeria D'Giano, Carlos Quintero-Rincón, Antonio EPILEPSIA "Epilepsy is a main public health issue. An appropriate epileptiform discharges pattern detection of this neurological disease, is a typical problem in biomedical engineering. In this paper, a new method is proposed for spike-and-wave discharge pattern detection based on Kendall’s Tau Coefficient. The proposed approach is demonstrated on a real dataset containing spike-and-wave discharge signals, where our performance is evaluated in terms of high Specificity, rule in (SpPIn) with 94% for patient-specific spike-and-wave discharge detection and 83% for a general spike-and-wave discharge detection." 2019-05-28T21:05:52Z 2019-05-28T21:05:52Z 2019 Póster http://ri.itba.edu.ar/handle/123456789/1597 en application/pdf
institution Instituto Tecnológico de Buenos Aires (ITBA)
institution_str I-32
repository_str R-138
collection Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA)
language Inglés
topic EPILEPSIA
spellingShingle EPILEPSIA
Ems, Joaquín
Hirschson Álvarez Prado, Lourdes
Carenzo, Catalina
Muro, Valeria
D'Giano, Carlos
Quintero-Rincón, Antonio
Spike-and-wave epileptiform discharge pattern detection based on Kendall’s Tau-b Coefficient
topic_facet EPILEPSIA
description "Epilepsy is a main public health issue. An appropriate epileptiform discharges pattern detection of this neurological disease, is a typical problem in biomedical engineering. In this paper, a new method is proposed for spike-and-wave discharge pattern detection based on Kendall’s Tau Coefficient. The proposed approach is demonstrated on a real dataset containing spike-and-wave discharge signals, where our performance is evaluated in terms of high Specificity, rule in (SpPIn) with 94% for patient-specific spike-and-wave discharge detection and 83% for a general spike-and-wave discharge detection."
format Póster
author Ems, Joaquín
Hirschson Álvarez Prado, Lourdes
Carenzo, Catalina
Muro, Valeria
D'Giano, Carlos
Quintero-Rincón, Antonio
author_facet Ems, Joaquín
Hirschson Álvarez Prado, Lourdes
Carenzo, Catalina
Muro, Valeria
D'Giano, Carlos
Quintero-Rincón, Antonio
author_sort Ems, Joaquín
title Spike-and-wave epileptiform discharge pattern detection based on Kendall’s Tau-b Coefficient
title_short Spike-and-wave epileptiform discharge pattern detection based on Kendall’s Tau-b Coefficient
title_full Spike-and-wave epileptiform discharge pattern detection based on Kendall’s Tau-b Coefficient
title_fullStr Spike-and-wave epileptiform discharge pattern detection based on Kendall’s Tau-b Coefficient
title_full_unstemmed Spike-and-wave epileptiform discharge pattern detection based on Kendall’s Tau-b Coefficient
title_sort spike-and-wave epileptiform discharge pattern detection based on kendall’s tau-b coefficient
publishDate 2019
url http://ri.itba.edu.ar/handle/123456789/1597
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AT hirschsonalvarezpradolourdes spikeandwaveepileptiformdischargepatterndetectionbasedonkendallstaubcoefficient
AT carenzocatalina spikeandwaveepileptiformdischargepatterndetectionbasedonkendallstaubcoefficient
AT murovaleria spikeandwaveepileptiformdischargepatterndetectionbasedonkendallstaubcoefficient
AT dgianocarlos spikeandwaveepileptiformdischargepatterndetectionbasedonkendallstaubcoefficient
AT quinterorinconantonio spikeandwaveepileptiformdischargepatterndetectionbasedonkendallstaubcoefficient
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