期刊文献+

Detecting deterministic dynamics of cardiac rhythm 被引量:1

Detecting deterministic dynamics of cardiac rhythm
原文传递
导出
摘要 Under the acceptable hypothesis that cardiac rhythm is an approximately deterministic process with a small scale noise component, an available way is provided to construct a model that can reflect its prominent dynamics of the deterministic component. When applied to the analysis of 19 heart rate data sets, three main findings are stated. The obtained model can reflect prominent dynamics of the deterministic component of cardiac rhythm; cardiac chaos is stated in a reliable way; dynamical noise plays an important role in the generation of complex cardiac rhythm. Under the acceptable hypothesis that cardiac rhythm is an approximately deterministic process with a small scale noise component, an available way is provided to construct a model that can reflect its prominent dynamics of the deterministic component. When applied to the analysis of 19 heart rate data sets, three main findings are stated. The obtained model can reflect prominent dynamics of the deterministic component of cardiac rhythm; Cardiac chaos is stated in a reliable way; Dynamical noise plays an important role to the generation of complex cardiac rhythm.
出处 《Chinese Science Bulletin》 SCIE EI CAS 2001年第18期1568-1573,共6页
基金 This work was supported by the National Natural Science Foundation of China (Grant Nos. 69735101 and 69872009).
关键词 CARDIAC RHYTHM NONLINEAR DYNAMICS BAYESIAN estimation. cardiac rhythm nonlinear dynamics Bayesian estimation
  • 相关文献

参考文献27

  • 1Liangyue Cao,Alistair Mees,Kevin Judd.Dynamics from multivariate time series. Physica D Nonlinear Phenomena . 1998
  • 2Davies M E.Noise reduction schemes for chaotic time series. Physica D Nonlinear Phenomena . 1994
  • 3Moon T K.The expectation-maximization algorithm. IEEE Signal Processing Magazine . 1996
  • 4Mackey,M. C,Glass. L.Oscillation and chaos in physiological control system. Science . 1977
  • 5A. Garfinkel,M. L. Spano,W. L. Ditto.Controlling cardiac chaos. Science . 1992
  • 6Cavalcanti,S.Belardinelli, E.Modeling of cardiovascular variability using a differential delay equation, IEEE Trans. Bioprocess Engineering . 1996
  • 7A. L. Goldberger,D. R. Rigney,J. B. West.Chaos and fractals in human physiology. Scientific American . 1990
  • 8Davies,M. E.Nonlinear noise reduction through Monte Carlo sampling. Chaos . 1998
  • 9A. I. Mees,K. Judd.Danger of geometric filtering. Physica D Nonlinear Phenomena . 1993
  • 10Poon,C. S,Merrill,C. K.Decrease of cardiac chaos in congestive heart failure. Nature . 1997

同被引文献11

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部