DocumentCode
2355866
Title
Changes in Detrended Fluctuation indices with aging in healthy and Congestive Heart Failure subjects
Author
Barquero-Pérez, Óscar ; De Sá, Joaquim Marques ; Rojo-Álvarez, José Luis ; Goya-Esteban, Rebeca
Author_Institution
INEB-Biomed. Eng. Inst., Porto
fYear
2008
fDate
14-17 Sept. 2008
Firstpage
45
Lastpage
48
Abstract
Detrended Fluctuation Analysis (DFA) aims to quantify the fractal correlation properties in nonstationary time series, and it has successfully been applied in the assessment of the Heart Rate Variability (HRV) for cardiac risk stratification purposes. However the physiological meaning of DFA indices and its relation with aging have not yet been completely established. Given that a loss of complexity in the physiological regulation of elderly subjects has been reported in the literature, we hypothesized that DFA indices could be modified by aging. In this work we computed the Hurst exponent (estimated using DFA method) and DFA indices alpha1 and alpha2 to assess the HRV in healthy and Congestive Heart Failure (CHF) subjects, and we studied the dependence of these indices on aging for both healthy and CHF subjects. We found that only alpha2 and Hurst exponent, and only in the case of healthy subjects, have significant discrimination capability to distinguish between young and elderly groups, and also that these indices have a steady increase with aging. Therefore, we can conclude that the loss of complexity due to aging can be quantified by changes in the values of alpha2 and Hurst exponent.
Keywords
biomedical measurement; cardiology; fluctuations; fractals; geriatrics; time series; Hurst exponent; aging; cardiac risk stratification; congestive heart failure; detrended fluctuation indices; fractal correlation properties; heart rate variability assessment; nonstationary time series; Aging; Doped fiber amplifiers; Failure analysis; Fluctuations; Fractals; Heart rate; Heart rate variability; Humans; Senior citizens; Time series analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology, 2008
Conference_Location
Bologna
ISSN
0276-6547
Print_ISBN
978-1-4244-3706-1
Type
conf
DOI
10.1109/CIC.2008.4748973
Filename
4748973
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