DocumentCode :
591372
Title :
Telemedicine application for predicting ventricular arrhythmia and sudden cardiac death by the analysis of phase synchronization in heart failure patients
Author :
Khoor, S. ; Szuszai, T. ; Balogh, N. ; Kecskes, Istvan ; Fugedi, K. ; Kovacs, Istvan ; Simon, I. ; Rubicsek, S.
Author_Institution :
Szent Istvan Hosp., Budapest, Hungary
fYear :
2012
fDate :
9-12 Sept. 2012
Firstpage :
981
Lastpage :
984
Abstract :
The approach consists of an application of the Hilbert-Huang transform to decompose an empirical time series into a number of intrinsic mode functions (IMFs), calculation of instantaneous phase of the resultant IMFs, and the statistics of synchronization. Our telemedicine server collected the 24-hour ambulatory ECGs (RhythmPattern, SzivLeso) and analyzed the data. The study population (age 67.3±8.2 years) consists of 97 heart failure patients with EF <; 0.35, where frequent (>; 4000/24 hours) ventricular ectopic beats were found. The ECG monitoring was repeated in every month with a mean follow-up was 36.4 months. The number of synchronization (NSy), its length (ASy), were compared in patients with and without ventricular tachycardia (VT+: number of patients 21, VT-: 76); with and without sudden cardiac death (SCD+: 11, SCD-: 86). The dichotomization cutoff points that maximized the hazard ratio obtained from the Cox regression model were: NSy: 18.4/24hour; ASy: 69.3 minute; SI: 0.39.
Keywords :
Hilbert transforms; electrocardiography; medical disorders; patient monitoring; regression analysis; synchronisation; telemedicine; time series; Cox regression model; ECG monitoring; Hilbert-Huang transform; RhythmPattern; ambulatory ECG; dichotomization cutoff points; empirical time series; hazard ratio; heart failure patients; intrinsic mode functions; phase synchronization analysis; sudden cardiac death; synchronization statistics; telemedicine application; telemedicine server; ventricular arrhythmia prediction; ventricular ectopic beats; ventricular tachycardia; Electrocardiography; Heart rate variability; Silicon; Synchronization; Telemedicine; Time series analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing in Cardiology (CinC), 2012
Conference_Location :
Krakow
ISSN :
2325-8861
Print_ISBN :
978-1-4673-2076-4
Type :
conf
Filename :
6420560
Link To Document :
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