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Sudden cardiac death prediction using ECG signal derivative (heart rate variability): a review

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Main Authors: Murukesan, Loganathan, Murugappan, M., Mohammad Iqbal, Omar@Ye Htut, Assoc. Prof. Dr.
Other Authors: murukesan.loganathan23@gmail.com
Format: Working Paper
Language:English
Published: IEEE Conference Publications 2014
Subjects:
Electrocardiogram (ECG)
Heart rate variability
HRV
Sudden cardiac death (SCD)
Online Access:http://dspace.unimap.edu.my:80/dspace/handle/123456789/33568
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spelling my.unimap-335682014-04-09T13:34:58Z Sudden cardiac death prediction using ECG signal derivative (heart rate variability): a review Murukesan, Loganathan Murugappan, M. Mohammad Iqbal, Omar@Ye Htut, Assoc. Prof. Dr. murukesan.loganathan23@gmail.com murugappan@unimap.edu.my iqbalomar@unimap.edu.my Electrocardiogram (ECG) Heart rate variability HRV Sudden cardiac death (SCD) Link to publisher's homepage at http://ieeexplore.ieee.org/ Sudden cardiac death (SCD) prediction using Electrocardiogram (ECG) signal is a popular area of research because of the seriousness of the matter. There are tons of papers published in this research which available online. Severe importance for prediction and recent development of new algorithms fuels this research further. There are numerous methods to detect or predict SCD based on Heart Rate Variability (HRV), T-Wave Alternans (TWA), Heart Rate Turbulence (HRT), Signal Averaged Electrocardiogram (SA-ECG), Data Mining, and Non Linear Analysis to state few. Researchers favors statistical analysis over other classifier (Neural network, KNN etc.,) based methods since it gives more perspective to the research findings. Various statistical methods like Kaplan-Meier method, t-test, Mann-Whitney U test, Wilk's Lambda test were carried out to describe correlation between ECG derived parameters (HRV, TWA, HRT etc.,) and SCD. Even though there are many papers published, none of them are clinically practicable because of its own limitations. In this review, we would see methods and techniques based on HRV used by researchers in order to detect and predict sudden cardiac death. 2014-04-09T13:34:58Z 2014-04-09T13:34:58Z 2013 Working Paper IEEE 9th International Colloquium on Signal Processing and its Applications, 2013, pages 269-274 978-1-4673-5608-4 http://dspace.unimap.edu.my:80/dspace/handle/123456789/33568 http://dx.doi.org/10.1109/CSPA.2013.6530054 http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6530054&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6530054 en IEEE Conference Publications
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Electrocardiogram (ECG)
Heart rate variability
HRV
Sudden cardiac death (SCD)
spellingShingle Electrocardiogram (ECG)
Heart rate variability
HRV
Sudden cardiac death (SCD)
Murukesan, Loganathan
Murugappan, M.
Mohammad Iqbal, Omar@Ye Htut, Assoc. Prof. Dr.
Sudden cardiac death prediction using ECG signal derivative (heart rate variability): a review
description Link to publisher's homepage at http://ieeexplore.ieee.org/
author2 murukesan.loganathan23@gmail.com
author_facet murukesan.loganathan23@gmail.com
Murukesan, Loganathan
Murugappan, M.
Mohammad Iqbal, Omar@Ye Htut, Assoc. Prof. Dr.
format Working Paper
author Murukesan, Loganathan
Murugappan, M.
Mohammad Iqbal, Omar@Ye Htut, Assoc. Prof. Dr.
author_sort Murukesan, Loganathan
title Sudden cardiac death prediction using ECG signal derivative (heart rate variability): a review
title_short Sudden cardiac death prediction using ECG signal derivative (heart rate variability): a review
title_full Sudden cardiac death prediction using ECG signal derivative (heart rate variability): a review
title_fullStr Sudden cardiac death prediction using ECG signal derivative (heart rate variability): a review
title_full_unstemmed Sudden cardiac death prediction using ECG signal derivative (heart rate variability): a review
title_sort sudden cardiac death prediction using ecg signal derivative (heart rate variability): a review
publisher IEEE Conference Publications
publishDate 2014
url http://dspace.unimap.edu.my:80/dspace/handle/123456789/33568
_version_ 1643797215951454208
score 13.211869

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