DocumentCode
2966489
Title
Dynamical non-linear analysis of heart rate variability in patients with aortic stenosis
Author
Carvajal, R. ; Vallverdú, M. ; Baranowski, R. ; Orlowska-Baranowska, E. ; Zebrowski, Jan J. ; Caminal, Pere
Author_Institution
Fac. of Comput. Sci., Univ. of Sinaloa, Mazatlan, Mexico
fYear
2002
fDate
22-25 Sept. 2002
Firstpage
449
Lastpage
452
Abstract
In this study the 24-h Heart Variability Signals (HRV) of 206 patients with Aortic Stenosis (AS) and 68 healthy subjects (NRM) were analyzed, using dynamical nonlinear analysis to compare the complexity of the signals between these two groups during morning (7-12h), afternoon (15-20h) and night (0-5h). The dynamical analysis defines an initial window of 10,000 beats and calculates the Correlation Dimension (CD) as a non-linear index. Then the window is moved 2,500 beats on the time series and the CD of the new window is calculated. This process is repeated until the whole signal is analyzed. It was found that: 1) The CD of HRV has significant lower values in the morning than in the night for both groups. 2) The CD of males is lower than the CD values of females during morning for both groups. 3) The CD of NRM is lower than the CD of AS during the morning, while in the night the CD of NRM males is higher.
Keywords
electrocardiography; medical signal processing; nonlinear dynamical systems; time series; afternoon; aortic stenosis; correlation dimension; dynamical nonlinear analysis; females; heart diseases; heart rate variability; males; morning; night; nonlinear index; time series; Cardiology; Circadian rhythm; Computer science; Electrocardiography; Entropy; Heart rate variability; Information analysis; Pathology; Physics; Signal analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology, 2002
ISSN
0276-6547
Print_ISBN
0-7803-7735-4
Type
conf
DOI
10.1109/CIC.2002.1166806
Filename
1166806
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