DocumentCode :
541700
Title :
Statistical properties and memory of excursions in heartbeat intervals
Author :
Ramírez, Israel Reyes ; Vargas, Lev Guzmán ; Pérez, Ricardo Hernández
Author_Institution :
UPIITA-IPN, Mexico City, Mexico
fYear :
2010
fDate :
26-29 Sept. 2010
Firstpage :
963
Lastpage :
966
Abstract :
We study the statistics of excursions, defined as the number of beats to return to a local mean value in heartbeat interval time series from healthy subjects and patients with congestive heart failure (CHF). We find that the cumulative distributions of excursions (of size τ) are consistent with a stretched exponential function of the form G(τ) ~ e(aτb) with a and b constants. Also, we study the statistics of return intervals between long excursions above certain threshold q for both groups to explore the possibility of memory in the time organization of the extreme-size excursions. The correlation method applied to the return intervals shows a weak correlation for both groups with changes as the threshold q increases. The DFA analysis confirms the presence of correlations with scaling exponents higher than the uncorrelated value (α = 0.5).
Keywords :
cardiology; correlation theory; medical signal processing; statistical analysis; time series; DFA analysis; congestive heart failure; correlation method; excursions; heartbeat intervals; scaling exponents; statistical properties; stretched exponential function; time series; Aging; Correlation; Doped fiber amplifiers; Heart beat; Meteorology; Time series analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing in Cardiology, 2010
Conference_Location :
Belfast
ISSN :
0276-6547
Print_ISBN :
978-1-4244-7318-2
Type :
conf
Filename :
5738135
Link To Document :
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