DocumentCode
561821
Title
Higher order spectra for heart rate variability and QT interval variability analysis: A comparison between heart failure and normal control groups
Author
Li, Peng ; Liu, Chengyu ; Liu, Changchun ; Sun, Hsin ; Yang, Jing ; Ma, Guoqiang
Author_Institution
Sch. of Control Sci. & Eng., Shandong Univ., Jinan, China
fYear
2011
fDate
18-21 Sept. 2011
Firstpage
309
Lastpage
312
Abstract
Recent studies on heart rate variability (HRV) and QT interval variability (QTV) have shown that HRV and QTV might be related to some cardiac diseases. This study used higher order spectra (HOS) method and constructed a normalized bispectrum amplitude histogram, from which two quantitative indices: bispectrum amplitude entropy (BAEn) and high-low amplitude ratio (HLAr) were defined. A total of 49 subjects (29 heart failure subjects and 20 normal control subjects) were enrolled and the results showed that the histogram distributed differently in the two groups and both BAEn and HLAr for QTV in heart failure group were significantly lower than that in normal control group (p<;0.001 for both of them), while all of them for HRV had no significant difference in the two groups. These findings pointed out that HOS analysis of QTV might give valuable information for the classification of heart failure and normal control groups.
Keywords
cardiology; diseases; medical signal processing; signal classification; BAEn; HLAr; HOS analysis; HRV; QT interval variability analysis; QTV; bispectrum amplitude entropy; cardiac disease; heart failure classification; heart failure group; heart rate variability; high-low amplitude ratio; higher order spectra method; normal control group; normalized bispectrum amplitude histogram; Correlation; Couplings; Educational institutions; Feature extraction; Heart rate variability; Histograms;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing in Cardiology, 2011
Conference_Location
Hangzhou
ISSN
0276-6547
Print_ISBN
978-1-4577-0612-7
Type
conf
Filename
6164564
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