Literature DB >> 20041035

ADAPTIVE DATA ANALYSIS OF COMPLEX FLUCTUATIONS IN PHYSIOLOGIC TIME SERIES.

C-K Peng1, Madalena Costa, Ary L Goldberger.   

Abstract

We introduce a generic framework of dynamical complexity to understand and quantify fluctuations of physiologic time series. In particular, we discuss the importance of applying adaptive data analysis techniques, such as the empirical mode decomposition algorithm, to address the challenges of nonlinearity and nonstationarity that are typically exhibited in biological fluctuations.

Entities:  

Year:  2009        PMID： 20041035      PMCID： PMC2798133          DOI： 10.1142/S1793536909000035

Source DB:  PubMed          Journal:  Adv Adapt Data Anal        ISSN： 1947-9840


  27 in total

1.  Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series.

Authors:  C K Peng; S Havlin; H E Stanley; A L Goldberger
Journal:  Chaos       Date:  1995       Impact factor: 3.642

2.  Approximate entropy as a measure of system complexity.

Authors:  S M Pincus
Journal:  Proc Natl Acad Sci U S A       Date:  1991-03-15       Impact factor: 11.205

Review 3.  The community of the self.

Authors:  Timothy G Buchman
Journal:  Nature       Date:  2002-11-14       Impact factor: 49.962

4.  Entropy estimation of symbol sequences.

Authors:  Thomas Schurmann; Peter Grassberger
Journal:  Chaos       Date:  1996-09       Impact factor: 3.642

Review 5.  What is complexity?

Authors:  Christoph Adami
Journal:  Bioessays       Date:  2002-12       Impact factor: 4.345

6.  Long-range anticorrelations and non-Gaussian behavior of the heartbeat.

Authors:  J Mietus; J M Hausdorff; S Havlin; H E Stanley; A L Goldberger
Journal:  Phys Rev Lett       Date:  1993-03-01       Impact factor: 9.161

7.  Randomness and degrees of irregularity.

Authors:  S Pincus; B H Singer
Journal:  Proc Natl Acad Sci U S A       Date:  1996-03-05       Impact factor: 11.205

8.  Recurrence-plot-based measures of complexity and their application to heart-rate-variability data.

Authors:  Norbert Marwan; Niels Wessel; Udo Meyerfeldt; Alexander Schirdewan; Jürgen Kurths
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2002-08-06

9.  Quantifying fractal dynamics of human respiration: age and gender effects.

Authors:  C K Peng; Joseph E Mietus; Yanhui Liu; Christine Lee; Jeffrey M Hausdorff; H Eugene Stanley; Ary L Goldberger; Lewis A Lipsitz
Journal:  Ann Biomed Eng       Date:  2002-05       Impact factor: 3.934

10.  Nonlinear assessment of cerebral autoregulation from spontaneous blood pressure and cerebral blood flow fluctuations.

Authors:  Kun Hu; C K Peng; Marek Czosnyka; Peng Zhao; Vera Novak
Journal:  Cardiovasc Eng       Date:  2008-03
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  45 in total

Review 1.  Traditional Chinese medicine: potential approaches from modern dynamical complexity theories.

Authors:  Yan Ma; Kehua Zhou; Jing Fan; Shuchen Sun
Journal:  Front Med       Date:  2016-01-25       Impact factor: 4.592

2.  Fatigue reduces the complexity of knee extensor torque fluctuations during maximal and submaximal intermittent isometric contractions in man.

Authors:  Jamie Pethick; Samantha L Winter; Mark Burnley
Journal:  J Physiol       Date:  2015-02-09       Impact factor: 5.182

3.  Changes in EEG multiscale entropy and power-law frequency scaling during the human sleep cycle.

Authors:  Vladimir Miskovic; Kevin J MacDonald; L Jack Rhodes; Kimberly A Cote
Journal:  Hum Brain Mapp       Date:  2018-09-26       Impact factor: 5.038

4.  Intrinsic mode entropy based on multivariate empirical mode decomposition and its application to neural data analysis.

Authors:  Meng Hu; Hualou Liang
Journal:  Cogn Neurodyn       Date:  2011-06-22       Impact factor: 5.082

5.  Complexity analysis of fetal heart rate preceding intrauterine demise.

Authors:  William T Schnettler; Ary L Goldberger; Steven J Ralston; Madalena Costa
Journal:  Eur J Obstet Gynecol Reprod Biol       Date:  2016-07-01       Impact factor: 2.435

Review 6.  Applications of dynamical complexity theory in traditional Chinese medicine.

Authors:  Yan Ma; Shuchen Sun; Chung-Kang Peng
Journal:  Front Med       Date:  2014-09-09       Impact factor: 4.592

7.  Multi-scale symbolic entropy analysis provides prognostic prediction in patients receiving extracorporeal life support.

Authors:  Yen-Hung Lin; Hui-Chun Huang; Yi-Chung Chang; Chen Lin; Men-Tzung Lo; Li-Yu Daisy Liu; Pi-Ru Tsai; Yih-Sharng Chen; Wen-Je Ko; Yi-Lwun Ho; Ming-Fong Chen; Chung-Kang Peng; Timothy G Buchman
Journal:  Crit Care       Date:  2014-10-24       Impact factor: 9.097

8.  Investigation of glucose fluctuations by approaches of multi-scale analysis.

Authors:  Yunyun Lai; Zhengbo Zhang; Peiyao Li; Xiaoli Liu; YiXin Liu; Yi Xin; Weijun Gu
Journal:  Med Biol Eng Comput       Date:  2017-08-21       Impact factor: 2.602

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

Review 10.  Physiologic complexity and aging: implications for physical function and rehabilitation.

Authors:  Brad Manor; Lewis A Lipsitz
Journal:  Prog Neuropsychopharmacol Biol Psychiatry       Date:  2012-09-15       Impact factor: 5.067
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