Automatic Detection Of Seizure Activity From EEG Recordings Of Genetic Rat Model Of Absence Epilepsy

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dc.contributor.authorÖzmen, Beşir
dc.contributor.authorYavuz, Melis
dc.contributor.authorCarcak, Nihan
dc.contributor.authorOğlu, Medine Gülçebi İdriz
dc.contributor.authorMolnar, Zoltan
dc.contributor.authorOnat, Filiz
dc.contributor.authorÇiftçi, Rıfat Koray
dc.date.accessioned2023-04-20T08:04:14Z
dc.date.available2023-04-20T08:04:14Z
dc.date.issued2021
dc.departmentFakülteler, Çorlu Mühendislik Fakültesi, Biyomedikal Mühendisliği Bölümü
dc.description29th IEEE Conference on Signal Processing and Communications Applications (SIU) -- JUN 09-11, 2021 -- ELECTR NETWORK
dc.description.abstractSpike-and-wave discharge is a phenomenon that occurs during absence epilepsy. The detection of these wave-forms can provide an important tool for the different aspects of epilepsy. However, the manual detection of these seizures is not simple as it can take hours to be detected. In this study, we developed a promising tool to detect the spike and wave discharges automatically from a recorded EEG signal depending on the amplitude characteristics and frequency spectrum. The results are promising as the false and missed detection rates are less than 3%, whereas the time overlap between the manually and automatically detected wave-forms is greater than 96%.
dc.description.sponsorshipIEEE,IEEE Turkey Sect
dc.identifier.doi10.1109/SIU53274.2021.9478005
dc.identifier.isbn978-1-6654-3649-6
dc.identifier.scopus2-s2.0-85111468081
dc.identifier.urihttps://doi.org/10.1109/SIU53274.2021.9478005
dc.identifier.urihttps://hdl.handle.net/20.500.11776/11044
dc.identifier.wosWOS:000808100700246
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorÖzmen, Beşir
dc.institutionauthorÇiftçi, Rıfat Koray
dc.language.isoen
dc.publisherIEEE
dc.relation.ispartof29th Ieee Conference On Signal Processing and Communications Applications (Siu 2021)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectSpike-Wave Discharge
dc.subjectEeg
dc.subjectEpilepsy
dc.subjectGaers
dc.subjectWave Discharges
dc.subjectSpike
dc.titleAutomatic Detection Of Seizure Activity From EEG Recordings Of Genetic Rat Model Of Absence Epilepsy
dc.typeConference Object

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