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A Wavelet Packets Approach to Electrocardiograph Baseline Drift Cancellation

Baseline wander elimination is considered a classical problem. In electrocardiography (ECG) signals, baseline drift can influence the accurate diagnosis of heart disease such as ischemia and arrhythmia. We present a wavelet-transform- (WT-) based search algorithm using the energy of the signal in di...

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Detalles Bibliográficos
Autores principales: Tinati, Mohammad Ali, Mozaffary, Behzad
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2324054/
https://www.ncbi.nlm.nih.gov/pubmed/23165064
http://dx.doi.org/10.1155/IJBI/2006/97157
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author Tinati, Mohammad Ali
Mozaffary, Behzad
author_facet Tinati, Mohammad Ali
Mozaffary, Behzad
author_sort Tinati, Mohammad Ali
collection PubMed
description Baseline wander elimination is considered a classical problem. In electrocardiography (ECG) signals, baseline drift can influence the accurate diagnosis of heart disease such as ischemia and arrhythmia. We present a wavelet-transform- (WT-) based search algorithm using the energy of the signal in different scales to isolate baseline wander from the ECG signal. The algorithm computes wavelet packet coefficients and then in each scale the energy of the signal is calculated. Comparison is made and the branch of the wavelet binary tree corresponding to higher energy wavelet spaces is chosen. This algorithm is tested using the data record from MIT/BIH database and excellent results are obtained.
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spelling pubmed-23240542008-04-22 A Wavelet Packets Approach to Electrocardiograph Baseline Drift Cancellation Tinati, Mohammad Ali Mozaffary, Behzad Int J Biomed Imaging Article Baseline wander elimination is considered a classical problem. In electrocardiography (ECG) signals, baseline drift can influence the accurate diagnosis of heart disease such as ischemia and arrhythmia. We present a wavelet-transform- (WT-) based search algorithm using the energy of the signal in different scales to isolate baseline wander from the ECG signal. The algorithm computes wavelet packet coefficients and then in each scale the energy of the signal is calculated. Comparison is made and the branch of the wavelet binary tree corresponding to higher energy wavelet spaces is chosen. This algorithm is tested using the data record from MIT/BIH database and excellent results are obtained. Hindawi Publishing Corporation 2006 2006-11-20 /pmc/articles/PMC2324054/ /pubmed/23165064 http://dx.doi.org/10.1155/IJBI/2006/97157 Text en Copyright © IJBI M. Tinati and B. Mozaffary https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Article
Tinati, Mohammad Ali
Mozaffary, Behzad
A Wavelet Packets Approach to Electrocardiograph Baseline Drift Cancellation
title A Wavelet Packets Approach to Electrocardiograph Baseline Drift Cancellation
title_full A Wavelet Packets Approach to Electrocardiograph Baseline Drift Cancellation
title_fullStr A Wavelet Packets Approach to Electrocardiograph Baseline Drift Cancellation
title_full_unstemmed A Wavelet Packets Approach to Electrocardiograph Baseline Drift Cancellation
title_short A Wavelet Packets Approach to Electrocardiograph Baseline Drift Cancellation
title_sort wavelet packets approach to electrocardiograph baseline drift cancellation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2324054/
https://www.ncbi.nlm.nih.gov/pubmed/23165064
http://dx.doi.org/10.1155/IJBI/2006/97157
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