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Determination of the onset of ventricular tachycardia

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Main Authors: Mohd Afzan, Othman, Norlaili, Mat Safri, Sinan S., Mohammed Sheet
Other Authors: norlaili@fke.utm.my
Format: Working Paper
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2012
Subjects:
Ventricular tachycardia
Electrocardiogram
Semantic mining
Heart disease
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/20573
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spelling my.unimap-205732012-08-03T06:06:56Z Determination of the onset of ventricular tachycardia Mohd Afzan, Othman Norlaili, Mat Safri Sinan S., Mohammed Sheet norlaili@fke.utm.my Ventricular tachycardia Electrocardiogram Semantic mining Heart disease Link to publisher's homepage at http://ieeexplore.ieee.org/ Ventricular tachycardia is ventricular cardiac arrhythmia that could be calamitous and life threatening. The ability to provide accurate and well-timed predictions of ventricular tachycardia events can save lives. This research investigates the possibility of using a semantic mining algorithm to predict the onset of ventricular tachycardia in electrocardiogram (ECG) signals. A total of thirteen subjects were obtained from Creighton University Ventricular Tachyarrhythmia Database and MIT-BIH Arrhythmia Database. Based on these downloaded data, damping ratios, natural frequencies and input parameters were extracted using semantic mining algorithm. The data were segmented into ten sec periods before applying them to semantic mining. It was found that extracted parameters from the semantic mining were successful in forecasting ventricular tachycardia one to four minutes earlier than the onset. In brief, this work provides a new method for advanced researches in predicting the onset of heart rhythm irregularities. 2012-08-03T06:06:56Z 2012-08-03T06:06:56Z 2012-02-27 Working Paper p. 1-5 978-145771989-9 http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=06178976 http://hdl.handle.net/123456789/20573 en Proceedings of the 2012 International Conference on Biomedical Engineering (ICoBE) Institute of Electrical and Electronics Engineers (IEEE)
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 Ventricular tachycardia
Electrocardiogram
Semantic mining
Heart disease
spellingShingle Ventricular tachycardia
Electrocardiogram
Semantic mining
Heart disease
Mohd Afzan, Othman
Norlaili, Mat Safri
Sinan S., Mohammed Sheet
Determination of the onset of ventricular tachycardia
description Link to publisher's homepage at http://ieeexplore.ieee.org/
author2 norlaili@fke.utm.my
author_facet norlaili@fke.utm.my
Mohd Afzan, Othman
Norlaili, Mat Safri
Sinan S., Mohammed Sheet
format Working Paper
author Mohd Afzan, Othman
Norlaili, Mat Safri
Sinan S., Mohammed Sheet
author_sort Mohd Afzan, Othman
title Determination of the onset of ventricular tachycardia
title_short Determination of the onset of ventricular tachycardia
title_full Determination of the onset of ventricular tachycardia
title_fullStr Determination of the onset of ventricular tachycardia
title_full_unstemmed Determination of the onset of ventricular tachycardia
title_sort determination of the onset of ventricular tachycardia
publisher Institute of Electrical and Electronics Engineers (IEEE)
publishDate 2012
url http://dspace.unimap.edu.my/xmlui/handle/123456789/20573
_version_ 1643793117939236864
score 13.214268

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