Statistical physics and physiology: Monofractal and multifractal approaches

被引:299
作者
Stanley, HE [1 ]
Amaral, LAN
Goldberger, AL
Havlin, S
Ivanov, PC
Peng, CK
机构
[1] Boston Univ, Ctr Polymer Studies, Boston, MA 02215 USA
[2] Boston Univ, Dept Phys, Boston, MA 02215 USA
[3] Harvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Boston, MA 02215 USA
[4] Bar Ilan Univ, Dept Phys, Ramat Gan, Israel
[5] Bar Ilan Univ, Gonda Goldschmid Ctr, Ramat Gan, Israel
关键词
D O I
10.1016/S0378-4371(99)00230-7
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Even under healthy, basal conditions, physiologic systems show erratic fluctuations resembling those found in dynamical systems driven away from a single equilibrium state. Do such "nonequilibrium" fluctuations simply reflect the fact that physiologic systems are being constantly perturbed by external and intrinsic noise? Or, do these fluctuations actually contain useful, "hidden" information about the underlying nonequilibrium control mechanisms? We report some recent attempts to understand the dynamics of complex physiologic fluctuations by adapting and extending concepts and methods developed very recently in statistical physics, Specifically, we focus on interbeat interval variability as an important quantity to help elucidate possibly non-homeostatic physiologic variability because (i) the heart rate is under direct neuroautonomic control, (ii) interbeat interval variability is readily measured by noninvasive means, and (iii) analysis of these heart I ate dynamics may provide important practical diagnostic and prognostic information not obtainable with current approaches, The analytic tools we discuss may be used on a wider range of physiologic signals. We first review recent progress using two analysis methods - detrended fluctuation analysis and wavelets - sufficient for quantifying monofractal structures. We then describe very recent work that quantifies multifractal features of interbeat interval series, and the discovery that the multifractal structure of healthy subjects is different than that of diseased subjects, (C) 1999 Published by Elsevier Science B,V, All rights reserved.
引用
收藏
页码:309 / 324
页数:16
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