Literature DB >> 18172763

Multiscale analysis of heart rate dynamics: entropy and time irreversibility measures.

Madalena D Costa1, Chung-Kang Peng, Ary L Goldberger.   

Abstract

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.

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Year:  2008        PMID: 18172763      PMCID: PMC4801222          DOI: 10.1007/s10558-007-9049-1

Source DB:  PubMed          Journal:  Cardiovasc Eng        ISSN: 1567-8822


  10 in total

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Authors:  Timothy G Buchman
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6.  Multiscale entropy analysis of complex physiologic time series.

Authors:  Madalena Costa; Ary L Goldberger; C-K Peng
Journal:  Phys Rev Lett       Date:  2002-07-19       Impact factor: 9.161

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Authors:  M Costa; A L Goldberger; C-K Peng
Journal:  Comput Cardiol       Date:  2002

8.  Multiscale entropy analysis of biological signals.

Authors:  Madalena Costa; Ary L Goldberger; C-K Peng
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2005-02-18

9.  Broken asymmetry of the human heartbeat: loss of time irreversibility in aging and disease.

Authors:  Madalena Costa; Ary L Goldberger; C-K Peng
Journal:  Phys Rev Lett       Date:  2005-11-04       Impact factor: 9.161

10.  Noise and poise: Enhancement of postural complexity in the elderly with a stochastic-resonance-based therapy.

Authors:  M Costa; A A Priplata; L A Lipsitz; Z Wu; N E Huang; A L Goldberger; C-K Peng
Journal:  Europhys Lett       Date:  2007-03       Impact factor: 1.947

  10 in total
  51 in total

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5.  Generating Signals with Multiscale Time Irreversibility: The Asymmetric Weierstrass Function.

Authors:  Anton Burykin; Madalena D Costa; Chung-Kang Peng; Ary L Goldberger; Timothy G Buchman
Journal:  Complexity       Date:  2011-03       Impact factor: 2.833

6.  Exploring total cardiac variability in healthy and pathophysiological subjects using improved refined multiscale entropy.

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Review 8.  Optimal Perioperative Blood Pressure Management.

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9.  Complexity-loss in fetal heart rate dynamics during labor as a potential biomarker of acidemia.

Authors:  Madalena D Costa; William T Schnettler; Célia Amorim-Costa; João Bernardes; Antónia Costa; Ary L Goldberger; Diogo Ayres-de-Campos
Journal:  Early Hum Dev       Date:  2013-11-28       Impact factor: 2.079

10.  Impaired signaling intrinsic to sinoatrial node pacemaker cells affects heart rate variability during cardiac disease.

Authors:  Yael Yaniv; Alexey E Lyashkov; Edward G Lakatta
Journal:  J Clin Trials       Date:  2014-03
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