Vadim Grubov, Sergey Afinogenov, V. Maximenko, N. Utyashev
{"title":"Epileptic EEG marking with machine learning approach","authors":"Vadim Grubov, Sergey Afinogenov, V. Maximenko, N. Utyashev","doi":"10.1109/DCNA56428.2022.9923177","DOIUrl":null,"url":null,"abstract":"In the present study we implemented machine learning approach to detect seizures on epileptic EEG data. We aimed to propose a method for preliminary EEG marking, that can possibly find application in clinical decision support system.","PeriodicalId":110836,"journal":{"name":"2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DCNA56428.2022.9923177","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In the present study we implemented machine learning approach to detect seizures on epileptic EEG data. We aimed to propose a method for preliminary EEG marking, that can possibly find application in clinical decision support system.