QT variability and HRV interactions in ECG:: Quantification and reliability

被引:48
作者
Almeida, Rute
Gouveia, Sonia
Rocha, Ana Paula
Pueyo, Esther
Martínez, Juan Pablo
Laguna, Pablo
机构
[1] Univ Porto, Fac Ciencias, Dept Matemat Aplicada, P-4169007 Oporto, Portugal
[2] Univ Porto, Ctr Matemat UP, P-4169007 Oporto, Portugal
[3] Univ Zaragoza, Commun Technol Grp, Aragon Inst Engn Res 13A, E-50018 Zaragoza, Spain
关键词
heart rate variability; modelling; QT interval; QT variability; QT-RR interactions; RR interval;
D O I
10.1109/TBME.2006.873682
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
In this paper, a dynamic linear approach was used over QT and RR series measured by an automatic delineator, to explore the interactions between QT interval variability (QTV) and heart rate variability (HRV). A low-order linear autoregressive model allowed to separate and quantify the QTV fractions correlated and not correlated with HRV, estimating their power spectral density measures. Simulated series and artificial ECG signals were used to assess the performance of the methods, considering a respiratory-like electrical axis rotation effect and noise contamination with a signal-to-noise ratio (SNR) from 30 to 10 dB. The errors found in the estimation of the QTV fraction related to HRV showed a nonrelevant performance decrease from automatic delineation. The joint performance of delineation plus variability,analysis achieved less than 20% error in over 75% of cases for records presenting SNRs higher than 15 dB and QT standard deviation higher than 10 ms. The methods were also applied to real ECG records from healthy subjects where it was found a relevant QTV fraction not correlated with HRV (over 40% in 19 out of 23 segments analyzed), indicating that an important part of QTV is not linearly driven by HRV and may contain complementary information.
引用
收藏
页码:1317 / 1329
页数:13
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