Revealing local variability properties of human heartbeat intervals with the local effective Holder exponent

被引:21
|
作者
Struzik, ZR [1 ]
机构
[1] Ctr Math & Comp Sci, NL-1090 GB Amsterdam, Netherlands
关键词
D O I
10.1142/S0218348X0100049X
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The local effective Holder exponent has been applied to evaluate the variability of heart rate locally at an arbitrary position (time) and resolution (scale). The local effective Holder exponent(1,2) used is effectively insensitive to local polynomial trends in heartbeat rate due to the use of the Wavelet Transform Modulus Maxima (WTMM) technique. Also the variability so obtained is compatible in the sense of distribution to the multifractal spectra of the analyzed heart rate time series. This provides the possibility of standardizing the variability estimation for comparison between different patients and between different recordings for one patient. The previously reported global correlation behavior(3) is captured in the effective Holder exponent-based, local variability estimate. This includes discriminating healthy and sick (congestive heart failure patients) on the basis of both the central (Hurst) exponent and the width of the multifractal spectra. In addition to this, we observed intriguing patterns of individual response in variability records to daily activities. A moving average filtering of Holder exponent-based variability estimates was used to enhance these fluctuations. We find that this way of local presentation of scaling properties may be of clinical importance.
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页码:77 / 93
页数:17
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