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
Link To Document :
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