Heart abnormality detection technique using PPG signal

Cardiovascular disease (CVD) is the major cause of death in the world. Previous works have been performed to overcome this issue, however, a simple yet effective detection technique scarce. Thus, in this study, photoplethysmogram (PPG) signal which are easily acquired from the fingertip, low cost, a...

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Main Authors:	Umadi, L.F., Azam, S.N.A.M., Sidek, Khairul Azami
Format:	Article
Language:	English English
Published:	Faculty of Electronic and Computer Engineering(FKEKK), Universiti Teknikal Malaysia Melaka (UTeM) 2016
Subjects:	TK7885 Computer engineering
Online Access:	http://irep.iium.edu.my/54385/ http://irep.iium.edu.my/54385/ http://irep.iium.edu.my/54385/1/IJTECE_Heart%20Abnormality%20Detection%20Technique%20using%20PPG%20Signal.pdf http://irep.iium.edu.my/54385/7/54385_Heart%20abnormality%20detection%20technique_Scopus.pdf

id	iium-54385
recordtype	eprints
spelling	iium-543852017-03-15T01:49:12Z http://irep.iium.edu.my/54385/ Heart abnormality detection technique using PPG signal Umadi, L.F. Azam, S.N.A.M. Sidek, Khairul Azami TK7885 Computer engineering Cardiovascular disease (CVD) is the major cause of death in the world. Previous works have been performed to overcome this issue, however, a simple yet effective detection technique scarce. Thus, in this study, photoplethysmogram (PPG) signal which are easily acquired from the fingertip, low cost, and requires low power consumption, is used. These biosignals were obtained from MIMIC II Waveform Database, Version 3 Part 1 with sampling frequency of 200 Hz with the duration of 10 seconds each. The feature of the PPG signals were then extracted using MATLAB and the peak-to-peak intervals (PPI) of PPG signals were calculated and evaluated to differentiate between the normal and abnormal PPG signals. Based on the experimentation results, PPI values between the systolic peaks of abnormal PPG signals are larger than the normal PPG signals. The significant difference between the PPI values of normal and abnormal signals indicates the reliability of the proposed method as a technique to detect heart abnormalities. Faculty of Electronic and Computer Engineering(FKEKK), Universiti Teknikal Malaysia Melaka (UTeM) 2016 Article PeerReviewed application/pdf en http://irep.iium.edu.my/54385/1/IJTECE_Heart%20Abnormality%20Detection%20Technique%20using%20PPG%20Signal.pdf application/pdf en http://irep.iium.edu.my/54385/7/54385_Heart%20abnormality%20detection%20technique_Scopus.pdf Umadi, L.F. and Azam, S.N.A.M. and Sidek, Khairul Azami (2016) Heart abnormality detection technique using PPG signal. Journal of Telecommunication, Electronic and Computer Engineering, 8 (12). pp. 73-77. ISSN 2180-1843 E-ISSN 2289-8131 http://journal.utem.edu.my/index.php/jtec/article/view/1438/949
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	TK7885 Computer engineering
spellingShingle	TK7885 Computer engineering Umadi, L.F. Azam, S.N.A.M. Sidek, Khairul Azami Heart abnormality detection technique using PPG signal
description	Cardiovascular disease (CVD) is the major cause of death in the world. Previous works have been performed to overcome this issue, however, a simple yet effective detection technique scarce. Thus, in this study, photoplethysmogram (PPG) signal which are easily acquired from the fingertip, low cost, and requires low power consumption, is used. These biosignals were obtained from MIMIC II Waveform Database, Version 3 Part 1 with sampling frequency of 200 Hz with the duration of 10 seconds each. The feature of the PPG signals were then extracted using MATLAB and the peak-to-peak intervals (PPI) of PPG signals were calculated and evaluated to differentiate between the normal and abnormal PPG signals. Based on the experimentation results, PPI values between the systolic peaks of abnormal PPG signals are larger than the normal PPG signals. The significant difference between the PPI values of normal and abnormal signals indicates the reliability of the proposed method as a technique to detect heart abnormalities.
format	Article
author	Umadi, L.F. Azam, S.N.A.M. Sidek, Khairul Azami
author_facet	Umadi, L.F. Azam, S.N.A.M. Sidek, Khairul Azami
author_sort	Umadi, L.F.
title	Heart abnormality detection technique using PPG signal
title_short	Heart abnormality detection technique using PPG signal
title_full	Heart abnormality detection technique using PPG signal
title_fullStr	Heart abnormality detection technique using PPG signal
title_full_unstemmed	Heart abnormality detection technique using PPG signal
title_sort	heart abnormality detection technique using ppg signal
publisher	Faculty of Electronic and Computer Engineering(FKEKK), Universiti Teknikal Malaysia Melaka (UTeM)
publishDate	2016
url	http://irep.iium.edu.my/54385/ http://irep.iium.edu.my/54385/ http://irep.iium.edu.my/54385/1/IJTECE_Heart%20Abnormality%20Detection%20Technique%20using%20PPG%20Signal.pdf http://irep.iium.edu.my/54385/7/54385_Heart%20abnormality%20detection%20technique_Scopus.pdf
first_indexed	2023-09-18T21:16:57Z
last_indexed	2023-09-18T21:16:57Z
_version_	1777411625874096128

Heart abnormality detection technique using PPG signal

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