Diagnosis of epilepsy in brain MR images using DCT-means [DCT ortalamalari kullanarak beyin MR görüntülerinden epilepsi teşhisi]

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dc.authorid0000-0003-4230-8022
dc.authorid0000-0001-8166-1211
dc.contributor.authorYağmur, Fatma Demirezen
dc.contributor.authorSertbaş, Ahmet
dc.date.accessioned2021-06-23T18:51:31Z
dc.date.available2021-06-23T18:51:31Z
dc.date.issued2018
dc.departmentBAİBÜ, Rektörlük, Bilgi İşlem Daire Başkanlığıen_US
dc.descriptionAselsan;et al.;Huawei;IEEE Signal Processing Society;IEEE Turkey Section;Netasen_US
dc.description26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 -- 2 May 2018 through 5 May 2018 -- -- 137780en_US
dc.description.abstractEpilepsy is a condition of clinical disease caused by the appearance of seizures originating from sudden electrical changes in brain cells. Magnetic Resonance Imaging (MRI) is used to understand why these seizures originate in the brain. Discrete Cosine Transform (DCT) and Arithmetic Mean method were used to extract the properties. The feature vectors were classified by using Artificial Neural Networks, and the accuracy of training was determined as 98.8% in this classification. The classification was evaluated regarding accuracy and time. © 2018 IEEE.en_US
dc.description.urihttps://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8404758
dc.identifier.doi10.1109/SIU.2018.8404758
dc.identifier.endpage4en_US
dc.identifier.isbn9781538615010
dc.identifier.scopus2-s2.0-85050813872en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage1en_US
dc.identifier.urihttps://doi.org/10.1109/SIU.2018.8404758
dc.identifier.urihttps://hdl.handle.net/20.500.12491/3842
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorYağmur, Fatma Demirezen
dc.language.isotren_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof26th IEEE Signal Processing and Communications Applications Conference, SIU 2018en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectEpilepsien_US
dc.subjectAyrık Kosinüs Dönüşümüen_US
dc.subjectYapay Sinir Ağlarıen_US
dc.subjectSınıflandırmaen_US
dc.titleDiagnosis of epilepsy in brain MR images using DCT-means [DCT ortalamalari kullanarak beyin MR görüntülerinden epilepsi teşhisi]en_US
dc.typeConference Objecten_US

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