Diagnosis of congestive heart failure using Poincare map plot

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dc.authorscopusid55293648300
dc.authorscopusid16230371300
dc.contributor.authorYayik, Apdullah
dc.contributor.authorKutlu, Yakup
dc.date.accessioned2024-09-19T15:41:13Z
dc.date.available2024-09-19T15:41:13Z
dc.date.issued2012
dc.departmentHatay Mustafa Kemal Üniversitesien_US
dc.description2012 20th Signal Processing and Communications Applications Conference, SIU 2012 -- 18 April 2012 through 20 April 2012 -- Fethiye, Mugla -- 90786en_US
dc.description.abstractIn this study, in order to diagnose congestive heart failure patients (CHF), Poincare map obtained from raw ECG data is used. CHF and normal ECG data, which are distributed freely via internet, are analyzed. Poincare map is divided into equal rectangle cells and points in all of the cells are determined. These values are used for knn (k-nearest neighbour) classification. At the result of this study, it is considered that CHF patients and normal people can be separated each other using features obtained from Poincare map of Raw ECG record. © 2012 IEEE.en_US
dc.identifier.doi10.1109/SIU.2012.6204457
dc.identifier.isbn978-146730056-8
dc.identifier.scopus2-s2.0-84863469993en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/SIU.2012.6204457
dc.identifier.urihttps://hdl.handle.net/20.500.12483/14101
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.relation.ispartof2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectCHFen_US
dc.subjectclassificationen_US
dc.subjectEKGen_US
dc.subjectk-nnen_US
dc.subjectPoincareen_US
dc.titleDiagnosis of congestive heart failure using Poincare map ploten_US
dc.title.alternativePoincare hari?ta grafi??i? kullanilarak konjesti?f kalp yetmezli??i?ni?n teshi?si?en_US
dc.typeConference Objecten_US

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