The Relationship between P-Wave Morphology and Atrial Fibrillation
The objective of this paper is to develop an efficient P-wave detection algorithm based on the morphology characteristics of arrhythmias using time domain analysis. ECG from normal subjects, and patients with atrial fibrillation were studied. After baseline wander cancellation, power line interferen...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Al-Nahrain Journal for Engineering Sciences
2017-06-01
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| Series: | مجلة النهرين للعلوم الهندسية |
| Subjects: | |
| Online Access: | https://nahje.com/index.php/main/article/view/273 |
| _version_ | 1818832107997233152 |
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| author | Ziad T. Al-Dahan Abbas F. Al-Hashimi Natiq A. Al-Asady |
| author_facet | Ziad T. Al-Dahan Abbas F. Al-Hashimi Natiq A. Al-Asady |
| author_sort | Ziad T. Al-Dahan |
| collection | DOAJ |
| description | The objective of this paper is to develop an efficient P-wave detection algorithm based on the morphology characteristics of arrhythmias using time domain analysis.
ECG from normal subjects, and patients with atrial fibrillation were studied. After baseline wander cancellation, power line interference filtration, the step of QRS detection using the pan- Tompkins algorithm is utilized to calculate R peak which represent the reference point to detect P peak.
The algorithm was tested with experiments using MIT-BIH arrhythmia database which included Paroxysmal Atrial Fibrillation PAF prediction challenge, Massachusetts Institute of Technology MIT-BIH normal sinus rhythm, long term Atrial Fibrillation AF and MIT-BIH atrial fibrillation where every P-wave was extracted.
The results reveal that the algorithm is accurate and efficient to detect and classify arrhythmias resulted from atrial fibrillation. |
| first_indexed | 2024-12-19T01:57:47Z |
| format | Article |
| id | doaj.art-fe36048e68174971b37d4115e59de9c4 |
| institution | Directory Open Access Journal |
| issn | 2521-9154 2521-9162 |
| language | English |
| last_indexed | 2024-12-19T01:57:47Z |
| publishDate | 2017-06-01 |
| publisher | Al-Nahrain Journal for Engineering Sciences |
| record_format | Article |
| series | مجلة النهرين للعلوم الهندسية |
| spelling | doaj.art-fe36048e68174971b37d4115e59de9c42022-12-21T20:41:10ZengAl-Nahrain Journal for Engineering Sciencesمجلة النهرين للعلوم الهندسية2521-91542521-91622017-06-01203273The Relationship between P-Wave Morphology and Atrial FibrillationZiad T. Al-Dahan0Abbas F. Al-Hashimi1Natiq A. Al-Asady2Medical Engineering Dept., Al-Nahrian UniversityMedical Engineering Dept., Al-Nahrian UniversityMedical Engineering Dept., Al-Nahrian UniversityThe objective of this paper is to develop an efficient P-wave detection algorithm based on the morphology characteristics of arrhythmias using time domain analysis. ECG from normal subjects, and patients with atrial fibrillation were studied. After baseline wander cancellation, power line interference filtration, the step of QRS detection using the pan- Tompkins algorithm is utilized to calculate R peak which represent the reference point to detect P peak. The algorithm was tested with experiments using MIT-BIH arrhythmia database which included Paroxysmal Atrial Fibrillation PAF prediction challenge, Massachusetts Institute of Technology MIT-BIH normal sinus rhythm, long term Atrial Fibrillation AF and MIT-BIH atrial fibrillation where every P-wave was extracted. The results reveal that the algorithm is accurate and efficient to detect and classify arrhythmias resulted from atrial fibrillation.https://nahje.com/index.php/main/article/view/273Atrial FibrillationP-waveQRSECG |
| spellingShingle | Ziad T. Al-Dahan Abbas F. Al-Hashimi Natiq A. Al-Asady The Relationship between P-Wave Morphology and Atrial Fibrillation مجلة النهرين للعلوم الهندسية Atrial Fibrillation P-wave QRS ECG |
| title | The Relationship between P-Wave Morphology and Atrial Fibrillation |
| title_full | The Relationship between P-Wave Morphology and Atrial Fibrillation |
| title_fullStr | The Relationship between P-Wave Morphology and Atrial Fibrillation |
| title_full_unstemmed | The Relationship between P-Wave Morphology and Atrial Fibrillation |
| title_short | The Relationship between P-Wave Morphology and Atrial Fibrillation |
| title_sort | relationship between p wave morphology and atrial fibrillation |
| topic | Atrial Fibrillation P-wave QRS ECG |
| url | https://nahje.com/index.php/main/article/view/273 |
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