Diagnosis of congestive heart failure using Poincare map plot Poincare hari̇ta grafi̇ǧi̇ kullanilarak konjesti̇f kalp yetmezli̇ǧi̇ni̇n teshi̇si̇

Yayik A., Kutlu Y.

2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Turkey, 18 - 20 April 2012 identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/siu.2012.6204457
  • City: Fethiye, Mugla
  • Country: Turkey
  • Keywords: CHF, classification, EKG, k-nn, Poincare
  • Hatay Mustafa Kemal University Affiliated: Yes

Abstract

In 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.