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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
Ems, Joaquín
Hirschson Álvarez Prado, Lourdes
Carenzo, Catalina
Muro, Valeria
D'Giano, Carlos
Quintero-Rincón, Antonio
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Ponencia en congreso
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Abstract
"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."
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Date
2019
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EPILEPSIA