Topographic Analysis and Diagnosis of Congestive Heart Failure Using Second-Order Difference Plot
| dc.contributor.author | Yayik, Apdullah | |
| dc.contributor.author | Kutlu, Yakup | |
| dc.date.accessioned | 2024-09-18T20:56:54Z | |
| dc.date.available | 2024-09-18T20:56:54Z | |
| dc.date.issued | 2014 | |
| dc.department | Hatay Mustafa Kemal Üniversitesi | en_US |
| dc.description | 22nd IEEE Signal Processing and Communications Applications Conference (SIU) -- APR 23-25, 2014 -- Karadeniz Teknik Univ, Trabzon, TURKEY | en_US |
| dc.description.abstract | In this study, in order to diagnose congestive heart failure (CHI) patients, second-order difference map (SDOP) features obtained from raw electrocardiogram (EEG) data is used CHF and normal patients' electrocardiogram data which are distributed freely via internet, is analyzed By U-matrix presentation of Self-Organized Maps, distances between groups and clusters are examined 1x16 Axed SODP features of raw EEG data obtained from normal and CHF patients can successfully be classified using U-matrix presentation of SOM. As a classifier Neural Network based classifier is applied and %99.9 over all accuracy performance is reached | en_US |
| dc.description.sponsorship | IEEE,Karadeniz Tech Univ, Dept Comp Engn & Elect & Elect Engn | en_US |
| dc.identifier.endpage | 543 | en_US |
| dc.identifier.isbn | 978-1-4799-4874-1 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.scopus | 2-s2.0-84903792821 | en_US |
| dc.identifier.scopusquality | N/A | en_US |
| dc.identifier.startpage | 540 | en_US |
| dc.identifier.uri | https://hdl.handle.net/20.500.12483/12172 | |
| dc.identifier.wos | WOS:000356351400114 | en_US |
| dc.identifier.wosquality | N/A | en_US |
| dc.indekslendigikaynak | Web of Science | en_US |
| dc.indekslendigikaynak | Scopus | en_US |
| dc.language.iso | tr | en_US |
| dc.publisher | Ieee | en_US |
| dc.relation.ispartof | 2014 22nd Signal Processing and Communications Applications Conference (Siu) | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Self-Organized Maps | en_US |
| dc.subject | Congestive Heart Failure | en_US |
| dc.title | Topographic Analysis and Diagnosis of Congestive Heart Failure Using Second-Order Difference Plot | en_US |
| dc.type | Conference Object | en_US |
