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Spike-and-wave epileptiform discharge pattern detection based on Kendall’s Tau-b Coefﬁcient
(2019) Ems, Joaquín; Hirschson Álvarez Prado, Lourdes; Carenzo, Catalina; Muro, Valeria; D'Giano, Carlos; Quintero-Rincón, Antonio
"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."