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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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Formato: | Texto |
Lenguaje: | English |
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Hindawi Publishing Corporation
2006
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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. |
format | Text |
id | pubmed-2324054 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2006 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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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