Multiscale analysis of heart rate dynamics: Entropy and time irreversibility measures

被引:225
作者
Costa, Madalena D. [1 ]
Peng, Chung-Kang [1 ]
Goldberger, Ary L. [1 ]
机构
[1] Harvard Univ, Beth Israel Deaconess Med Ctr, Div Interdisciplinary Med & Biotechnol, Sch Med, Boston, MA 02215 USA
关键词
nonlinear dynamics; heart rate variability; information theory; nonequilibrium systems;
D O I
10.1007/s10558-007-9049-1
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Cardiovascular signals are largely analyzed using traditional time and frequency domain measures. However, such measures fail to account for important properties related to multiscale organization and non-equilibrium dynamics. The complementary role of conventional signal analysis methods and emerging multiscale techniques, is, therefore, an important frontier area of investigation. The key finding of this presentation is that two recently developed multiscale computational tools-multiscale entropy and multiscale time irreversibility-are able to extract information from cardiac interbeat interval time series not contained in traditional methods based on mean, variance or Fourier spectrum (two-point correlation) techniques. These new methods, with careful attention to their limitations, may be useful in diagnostics, risk stratification and detection of toxicity of cardiac drugs.
引用
收藏
页码:88 / 93
页数:6
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