Literature DB >> 17271163

Complexity analysis of 24 hours heart rate variability time series.

M Ferrario1, M G Signorini, S Cerutti.   

Abstract

We propose to study the heart rate variability (HRV) time series complexity by computing the Lempel Ziv complexity measure. LZ is sensitive to the rate of pattern recurrences in a time series. Analysis considers 24 h HRV time series of healthy subjects and patients with cardiovascular diseases. Analysis with simulated signals show the LZ measure can vary depending on the adopted coding process. The binary coding, proposed in this work, is sensitive to the different dynamical systems generating the time series, as the ternary coding is sensitive to the presence of stationary states, i.e. a consecutive repetition of the same RR interval value. LZ method reliably differentiates healthy vs. disease group. Further clinical investigations on the LZ complexity and on its relationship to the risk of sudden death, can supply new diagnostic indications.

Entities:  

Year:  2004        PMID: 17271163     DOI: 10.1109/IEMBS.2004.1404105

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  5 in total

1.  Baseline heart rate variability predicts clinical events in heart failure patients implanted with cardiac resynchronization therapy: validation by means of related complexity index.

Authors:  Giulio Molon; Francesco Solimene; Donato Melissano; Antonio Curnis; Giuseppina Belotti; Natale Marrazzo; Jacek Marczyk; Francesco Accardi; Giovanni Raciti; Paolo Zecchi
Journal:  Ann Noninvasive Electrocardiol       Date:  2010-10       Impact factor: 1.468

2.  HRVanalysis: A Free Software for Analyzing Cardiac Autonomic Activity.

Authors:  Vincent Pichot; Frédéric Roche; Sébastien Celle; Jean-Claude Barthélémy; Florian Chouchou
Journal:  Front Physiol       Date:  2016-11-22       Impact factor: 4.566

3.  The application of Lempel-Ziv and Titchener complexity analysis for equine telemetric electrocardiographic recordings.

Authors:  Vadim Alexeenko; James A Fraser; Alexey Dolgoborodov; Mark Bowen; Christopher L-H Huang; Celia M Marr; Kamalan Jeevaratnam
Journal:  Sci Rep       Date:  2019-02-22       Impact factor: 4.379

4.  Non-linear Methods Predominant in Fetal Heart Rate Analysis: A Systematic Review.

Authors:  Maria Ribeiro; João Monteiro-Santos; Luísa Castro; Luís Antunes; Cristina Costa-Santos; Andreia Teixeira; Teresa S Henriques
Journal:  Front Med (Lausanne)       Date:  2021-11-30

5.  Aging and cardiovascular complexity: effect of the length of RR tachograms.

Authors:  Karthi Balasubramanian; Nithin Nagaraj
Journal:  PeerJ       Date:  2016-12-06       Impact factor: 2.984

  5 in total

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