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A wavelet-based VCG QRS loop boundaries and isoelectric coordinates detector
This paper deals with a wavelet-based algorithm for automatic detection of isoelectric coordinates of individual QRS loops of VCG record. Fiducial time instants of QRS peak, QRS onset, QRS end, and isoelectric PQ interval are evaluated on three VCG leads [Formula: see text] together with global QRS...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9634758/ https://www.ncbi.nlm.nih.gov/pubmed/36338495 http://dx.doi.org/10.3389/fphys.2022.941827 |
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author | Kijonka, Jan Vavra, Petr Zonca, Pavel Penhaker, Marek |
author_facet | Kijonka, Jan Vavra, Petr Zonca, Pavel Penhaker, Marek |
author_sort | Kijonka, Jan |
collection | PubMed |
description | This paper deals with a wavelet-based algorithm for automatic detection of isoelectric coordinates of individual QRS loops of VCG record. Fiducial time instants of QRS peak, QRS onset, QRS end, and isoelectric PQ interval are evaluated on three VCG leads [Formula: see text] together with global QRS boundaries of a record to spatiotemporal QRS loops alignment. The algorithm was developed and optimized on 161 VCG records of PTB diagnostic database of healthy control subjects (HC), patients with myocardial infarction (MI) and patients with bundle branch block (BBB) and validated on CSE multilead measurement database of 124 records of the same diagnostic groups. The QRS peak was evaluated correctly for all of 1,467 beats. QRS onset, QRS end were detected with standard deviation of 5,5 ms and 7,8 ms respectively from the referee annotation. The isoelectric 20 ms length PQ interval window was detected correctly between the P end and QRS onset for all the cases. The proposed algorithm complies the [Formula: see text] limits for the QRS onset and QRS end detection and provides comparable or better results to other well-known algorithms. The algorithm evaluates well a wide QRS based on automated wavelet scale switching. The designed multi-lead approach QRS loop detector accomplishes diagnostic VCG processing, aligned QRS loops imaging and it is suitable for beat-to-beat variability assessment and further automatic VCG classification. |
format | Online Article Text |
id | pubmed-9634758 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96347582022-11-05 A wavelet-based VCG QRS loop boundaries and isoelectric coordinates detector Kijonka, Jan Vavra, Petr Zonca, Pavel Penhaker, Marek Front Physiol Physiology This paper deals with a wavelet-based algorithm for automatic detection of isoelectric coordinates of individual QRS loops of VCG record. Fiducial time instants of QRS peak, QRS onset, QRS end, and isoelectric PQ interval are evaluated on three VCG leads [Formula: see text] together with global QRS boundaries of a record to spatiotemporal QRS loops alignment. The algorithm was developed and optimized on 161 VCG records of PTB diagnostic database of healthy control subjects (HC), patients with myocardial infarction (MI) and patients with bundle branch block (BBB) and validated on CSE multilead measurement database of 124 records of the same diagnostic groups. The QRS peak was evaluated correctly for all of 1,467 beats. QRS onset, QRS end were detected with standard deviation of 5,5 ms and 7,8 ms respectively from the referee annotation. The isoelectric 20 ms length PQ interval window was detected correctly between the P end and QRS onset for all the cases. The proposed algorithm complies the [Formula: see text] limits for the QRS onset and QRS end detection and provides comparable or better results to other well-known algorithms. The algorithm evaluates well a wide QRS based on automated wavelet scale switching. The designed multi-lead approach QRS loop detector accomplishes diagnostic VCG processing, aligned QRS loops imaging and it is suitable for beat-to-beat variability assessment and further automatic VCG classification. Frontiers Media S.A. 2022-10-21 /pmc/articles/PMC9634758/ /pubmed/36338495 http://dx.doi.org/10.3389/fphys.2022.941827 Text en Copyright © 2022 Kijonka, Vavra, Zonca and Penhaker. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Physiology Kijonka, Jan Vavra, Petr Zonca, Pavel Penhaker, Marek A wavelet-based VCG QRS loop boundaries and isoelectric coordinates detector |
title | A wavelet-based VCG QRS loop boundaries and isoelectric coordinates detector |
title_full | A wavelet-based VCG QRS loop boundaries and isoelectric coordinates detector |
title_fullStr | A wavelet-based VCG QRS loop boundaries and isoelectric coordinates detector |
title_full_unstemmed | A wavelet-based VCG QRS loop boundaries and isoelectric coordinates detector |
title_short | A wavelet-based VCG QRS loop boundaries and isoelectric coordinates detector |
title_sort | wavelet-based vcg qrs loop boundaries and isoelectric coordinates detector |
topic | Physiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9634758/ https://www.ncbi.nlm.nih.gov/pubmed/36338495 http://dx.doi.org/10.3389/fphys.2022.941827 |
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