Predominant Peak Detection of QRS Complexes

Ahmed Saad Al-Ghabban; Abbas Fathil Al-Hashimi; Ziad Tariq Al-Dahan

doi:doi:10.11648/j.ijmi.20140206.12

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Predominant Peak Detection of QRS Complexes

Ahmed Saad Al-Ghabban, Abbas Fathil Al-Hashimi, Ziad Tariq Al-Dahan

Published in International Journal of Medical Imaging (Volume 2, Issue 6)

Received: 17 September 2014 Accepted: 8 October 2014 Published: 18 November 2014

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Abstract

This work presents a methodology for detection of QRS complexes which is an adaptation of Pan-Tompkins algorithm. This method includes band bass filtration, derivative, squaring, moving window integration, thresholding, false peak cancellation and detection the predominant peak of QRS complex. This method doing well in the presence of noise and simple ectopic beats but still affected by multifocal ectopic beats. The method was tested on the MIT-BIH Arrhythmia database and achieves accuracy 99.68%.

Published in	International Journal of Medical Imaging (Volume 2, Issue 6)
DOI	10.11648/j.ijmi.20140206.12
Page(s)	133-137
Creative Commons	This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.
Copyright	Copyright © The Author(s), 2014. Published by Science Publishing Group

Keywords

ECG, QRS, Ectopic beat, Butterworth Filter

References

[1]	Chen W. Mo Z. Guo W. "Detection of QRS Complexes Using Wavelet Transforms and Golden Section Search" , Biomedical Engineering , Issue 4 , Page 748-751,2009
[2]	Sumathi S., Sanavullah M. Y. , "Comparative Study of QRS Complex Detection in ECG Based on Discrete Wavelet Transform" , International Journal of Recent Trends in Engineering, Vol 2, No. 5, November 2009
[3]	Pan J., Tompkins W. , "A Real-Time QRS Detection Algorithm" , IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, VOL. BME-32, NO. 3, page 230-236,1985
[4]	Clifford G.D. , Azuaje F. , McSharry P. E. , Advanced Methods and Tools for ECG Data Analysis, ,ARTECH HOUSE.2006.
[5]	Van J.., Van W., Herrmann E. , ECG Baseline Wander Reduction Using Linear Phase Filters, COMPUTERS AND BIOMEDICAL RESEARCH, 19, 1986, pp.417-427, 1986.
[6]	Tompkins W.J., "Biomedical Digital Signal Processing" Prentice Hall (Englewood Cliffs, N.J.), 2002.
[7]	Yeh Y. , Wang W. ,"QRS complexes detection for ECG signal: The Difference Operation Method ", Computer Methods and Programs in Biomedicine, Vol 91, Issue 3 , page 245-254, 2008
[8]	Arthur C. Guyton, M.D., John E. Hall, Ph.D. , " TEXTBOOK of Medical Physiology" , eleventh edition, Elsevier, 2006.

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APA Style

Ahmed Saad Al-Ghabban, Abbas Fathil Al-Hashimi, Ziad Tariq Al-Dahan. (2014). Predominant Peak Detection of QRS Complexes. International Journal of Medical Imaging, 2(6), 133-137. https://doi.org/10.11648/j.ijmi.20140206.12

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ACS Style

Ahmed Saad Al-Ghabban; Abbas Fathil Al-Hashimi; Ziad Tariq Al-Dahan. Predominant Peak Detection of QRS Complexes. Int. J. Med. Imaging 2014, 2(6), 133-137. doi: 10.11648/j.ijmi.20140206.12

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AMA Style

Ahmed Saad Al-Ghabban, Abbas Fathil Al-Hashimi, Ziad Tariq Al-Dahan. Predominant Peak Detection of QRS Complexes. Int J Med Imaging. 2014;2(6):133-137. doi: 10.11648/j.ijmi.20140206.12

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@article{10.11648/j.ijmi.20140206.12,
  author = {Ahmed Saad Al-Ghabban and Abbas Fathil Al-Hashimi and Ziad Tariq Al-Dahan},
  title = {Predominant Peak Detection of QRS Complexes},
  journal = {International Journal of Medical Imaging},
  volume = {2},
  number = {6},
  pages = {133-137},
  doi = {10.11648/j.ijmi.20140206.12},
  url = {https://doi.org/10.11648/j.ijmi.20140206.12},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ijmi.20140206.12},
  abstract = {This work presents a methodology for detection of QRS complexes which is an adaptation of Pan-Tompkins algorithm. This method includes band bass filtration, derivative, squaring, moving window integration, thresholding, false peak cancellation and detection the predominant peak of QRS complex. This method doing well in the presence of noise and simple ectopic beats but still affected by multifocal ectopic beats. The method was tested on the MIT-BIH Arrhythmia database and achieves accuracy 99.68%.},
 year = {2014}
}

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TY  - JOUR
T1  - Predominant Peak Detection of QRS Complexes
AU  - Ahmed Saad Al-Ghabban
AU  - Abbas Fathil Al-Hashimi
AU  - Ziad Tariq Al-Dahan
Y1  - 2014/11/18
PY  - 2014
N1  - https://doi.org/10.11648/j.ijmi.20140206.12
DO  - 10.11648/j.ijmi.20140206.12
T2  - International Journal of Medical Imaging
JF  - International Journal of Medical Imaging
JO  - International Journal of Medical Imaging
SP  - 133
EP  - 137
PB  - Science Publishing Group
SN  - 2330-832X
UR  - https://doi.org/10.11648/j.ijmi.20140206.12
AB  - This work presents a methodology for detection of QRS complexes which is an adaptation of Pan-Tompkins algorithm. This method includes band bass filtration, derivative, squaring, moving window integration, thresholding, false peak cancellation and detection the predominant peak of QRS complex. This method doing well in the presence of noise and simple ectopic beats but still affected by multifocal ectopic beats. The method was tested on the MIT-BIH Arrhythmia database and achieves accuracy 99.68%.
VL  - 2
IS  - 6
ER  -

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Author Information

Ahmed Saad Al-Ghabban

Department of Medical Engineering, Alnahrain University, Baghdad, Iraq
Abbas Fathil Al-Hashimi

Department of Medical Engineering, Alnahrain University, Baghdad, Iraq
Ziad Tariq Al-Dahan

Department of Medical Engineering, Alnahrain University, Baghdad, Iraq

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APA Style

Ahmed Saad Al-Ghabban, Abbas Fathil Al-Hashimi, Ziad Tariq Al-Dahan. (2014). Predominant Peak Detection of QRS Complexes. International Journal of Medical Imaging, 2(6), 133-137. https://doi.org/10.11648/j.ijmi.20140206.12

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ACS Style

Ahmed Saad Al-Ghabban; Abbas Fathil Al-Hashimi; Ziad Tariq Al-Dahan. Predominant Peak Detection of QRS Complexes. Int. J. Med. Imaging 2014, 2(6), 133-137. doi: 10.11648/j.ijmi.20140206.12

Copy | Download

AMA Style

Ahmed Saad Al-Ghabban, Abbas Fathil Al-Hashimi, Ziad Tariq Al-Dahan. Predominant Peak Detection of QRS Complexes. Int J Med Imaging. 2014;2(6):133-137. doi: 10.11648/j.ijmi.20140206.12

Copy | Download

@article{10.11648/j.ijmi.20140206.12,
  author = {Ahmed Saad Al-Ghabban and Abbas Fathil Al-Hashimi and Ziad Tariq Al-Dahan},
  title = {Predominant Peak Detection of QRS Complexes},
  journal = {International Journal of Medical Imaging},
  volume = {2},
  number = {6},
  pages = {133-137},
  doi = {10.11648/j.ijmi.20140206.12},
  url = {https://doi.org/10.11648/j.ijmi.20140206.12},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ijmi.20140206.12},
  abstract = {This work presents a methodology for detection of QRS complexes which is an adaptation of Pan-Tompkins algorithm. This method includes band bass filtration, derivative, squaring, moving window integration, thresholding, false peak cancellation and detection the predominant peak of QRS complex. This method doing well in the presence of noise and simple ectopic beats but still affected by multifocal ectopic beats. The method was tested on the MIT-BIH Arrhythmia database and achieves accuracy 99.68%.},
 year = {2014}
}

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TY  - JOUR
T1  - Predominant Peak Detection of QRS Complexes
AU  - Ahmed Saad Al-Ghabban
AU  - Abbas Fathil Al-Hashimi
AU  - Ziad Tariq Al-Dahan
Y1  - 2014/11/18
PY  - 2014
N1  - https://doi.org/10.11648/j.ijmi.20140206.12
DO  - 10.11648/j.ijmi.20140206.12
T2  - International Journal of Medical Imaging
JF  - International Journal of Medical Imaging
JO  - International Journal of Medical Imaging
SP  - 133
EP  - 137
PB  - Science Publishing Group
SN  - 2330-832X
UR  - https://doi.org/10.11648/j.ijmi.20140206.12
AB  - This work presents a methodology for detection of QRS complexes which is an adaptation of Pan-Tompkins algorithm. This method includes band bass filtration, derivative, squaring, moving window integration, thresholding, false peak cancellation and detection the predominant peak of QRS complex. This method doing well in the presence of noise and simple ectopic beats but still affected by multifocal ectopic beats. The method was tested on the MIT-BIH Arrhythmia database and achieves accuracy 99.68%.
VL  - 2
IS  - 6
ER  -

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