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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Detalles Bibliográficos
Autores principales: Ems, Joaquín, Hirschson Álvarez Prado, Lourdes, Carenzo, Catalina, Muro, Valeria, D'Giano, Carlos, Quintero-Rincón, Antonio
Formato: Póster
Lenguaje:Inglés
Publicado: 2019
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Acceso en línea:http://ri.itba.edu.ar/handle/123456789/1597
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Sumario:"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."