Analysis and parameter extraction of P wave using correlation method
Joint Authors
Bin Masud, Muhammad
Khalil, Basmah
Kachouri, Abdennaceur
Source
The International Arab Journal of Information Technology
Issue
Vol. 6, Issue 1 (31 Jan. 2009), pp.40-46, 7 p.
Publisher
Publication Date
2009-01-31
Country of Publication
Jordan
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
The objective of this paper is to develop an efficient P wave detection algorithm based on the morphology characteristics of arrhythmias using correlation and regression in ECG signal.
Subjects for experiments included normal subjects, patients with atrial fibrillation, ventricular tachycardia, and patients with change of the artifact ale amplitude.
After the step of the detection of R peak using the pan- tompkins algorithm, the correlation and regression were utilized to calculate the similarity factors between a studied P wave and the reference one.
The correlation coefficient can indicate the kind of arrhythmia diseases.
The algorithm was tested using MIT-BIH arrhythmia database where every P wave was classified.
The results are presented in terms of correlation coefficient.
Then some parameters have been extracted in order to classify the arrhythmias.
The correlation coefficient results of the system are 1, 0.07 and–0.92 for normal beats, atrial fibrillation and change of the artifact ale amplitude, respectively.
The extracted parameters are closely similar to the expert values given by the cardiologist.
The results reveal that the system is accurate and efficient to detect and classify arrhythmias resulted from atrial fibrillation or change of the artifact ale amplitude.
American Psychological Association (APA)
Bin Masud, Muhammad& Khalil, Basmah& Kachouri, Abdennaceur. 2009. Analysis and parameter extraction of P wave using correlation method. The International Arab Journal of Information Technology،Vol. 6, no. 1, pp.40-46.
https://search.emarefa.net/detail/BIM-10467
Modern Language Association (MLA)
Bin Masud, Muhammad…[et al.]. Analysis and parameter extraction of P wave using correlation method. The International Arab Journal of Information Technology Vol. 6, no. 1 (Jan. 2009), pp.40-46.
https://search.emarefa.net/detail/BIM-10467
American Medical Association (AMA)
Bin Masud, Muhammad& Khalil, Basmah& Kachouri, Abdennaceur. Analysis and parameter extraction of P wave using correlation method. The International Arab Journal of Information Technology. 2009. Vol. 6, no. 1, pp.40-46.
https://search.emarefa.net/detail/BIM-10467
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 45-46
Record ID
BIM-10467