Literature DB >> 21095648

Wavelet leader based multifractal analysis of heart rate variability during myocardial ischaemia.

Roberto Fabio Leonarduzzi1, Gaston Schlotthauer, Maria Eugenia Torres.   

Abstract

Heart rate variability is a non invasive and indirect measure of the autonomic control of the heart. Therefore, alterations to this control system caused by myocardial ischaemia are reflected in changes in the complex and irregular fluctuations of this signal. Multifractal analysis is a well suited tool for the analysis of this kind of fluctuations, since it gives a description of the singular behavior of a signal. Recently, a new approach for multifractal analysis was proposed, the wavelet leader based multifractal formalism, which shows remarkable improvements over previous methods. In order to characterize and detect ischaemic episodes, in this work we propose to perform a short-time windowed wavelet leader based multifractal analysis. Our results suggest that this new method provides appropriate indexes that could be used as a tool for the detection of myocardial ischaemia.

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Year:  2010        PMID: 21095648     DOI: 10.1109/IEMBS.2010.5626091

Source DB:  PubMed          Journal:  Annu Int Conf IEEE Eng Med Biol Soc        ISSN: 2375-7477


  3 in total

1.  Wavelet leader multifractal analysis of heart rate variability in atrial fibrillation.

Authors:  Kais Gadhoumi; Duc Do; Fabio Badilini; Michele M Pelter; Xiao Hu
Journal:  J Electrocardiol       Date:  2018-08-23       Impact factor: 1.438

2.  Novel Machine-Learning Based Framework Using Electroretinography Data for the Detection of Early-Stage Glaucoma.

Authors:  Mohan Kumar Gajendran; Landon J Rohowetz; Peter Koulen; Amirfarhang Mehdizadeh
Journal:  Front Neurosci       Date:  2022-05-04       Impact factor: 5.152

3.  Maturation of the Autonomic Nervous System in Premature Infants: Estimating Development Based on Heart-Rate Variability Analysis.

Authors:  Mario Lavanga; Elisabeth Heremans; Jonathan Moeyersons; Bieke Bollen; Katrien Jansen; Els Ortibus; Gunnar Naulaers; Sabine Van Huffel; Alexander Caicedo
Journal:  Front Physiol       Date:  2021-01-12       Impact factor: 4.566

  3 in total

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