Topographic Analysis and Diagnosis of Congestive Heart Failure Using Second-Order Difference Plot
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Tarih
2014
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Ieee
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
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
Açıklama
22nd IEEE Signal Processing and Communications Applications Conference (SIU) -- APR 23-25, 2014 -- Karadeniz Teknik Univ, Trabzon, TURKEY
Anahtar Kelimeler
Self-Organized Maps, Congestive Heart Failure
Kaynak
2014 22nd Signal Processing and Communications Applications Conference (Siu)
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
