Development of a photoplethysmogram based heart abnormality detection technique

In this study, the development of Cardioid based graph photoplethysmogram heart abnormality detection technique is presented. PPG signals in this work were collected from an online public repository called MIMIC II Waveform Database, Version 3 Part 1 with sampling rate of 250 Hz. Each recording has...

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Main Authors:	Umadi, Lina Fadhilah, Mohd Azam, Siti Nurfarah Ain, Sidek, Khairul Azami
Format:	Article
Language:	English
Published:	Science & Engineering Research Support soCiety 2016
Subjects:	TK7885 Computer engineering
Online Access:	http://irep.iium.edu.my/51854/ http://irep.iium.edu.my/51854/ http://irep.iium.edu.my/51854/ http://irep.iium.edu.my/51854/1/IJBSBT_Vol8_No4_2016.pdf

id	iium-51854
recordtype	eprints
spelling	iium-518542016-10-13T04:06:34Z http://irep.iium.edu.my/51854/ Development of a photoplethysmogram based heart abnormality detection technique Umadi, Lina Fadhilah Mohd Azam, Siti Nurfarah Ain Sidek, Khairul Azami TK7885 Computer engineering In this study, the development of Cardioid based graph photoplethysmogram heart abnormality detection technique is presented. PPG signals in this work were collected from an online public repository called MIMIC II Waveform Database, Version 3 Part 1 with sampling rate of 250 Hz. Each recording has one minute of PPG signals. Distinctive features were extracted, and then the Cardioid based graph was plotted as the result of the differentiation of the signals. In addition, the different shapes of closed-loop created were then observed and assessed. From the Cardioid loop, the area and standard deviation were computed to distinguish between normal and abnormal heartbeats. Based on the results, these values for abnormal heartbeat were higher than the value of normal heartbeat thus signifying the differences between two categories of heart conditions. Therefore, the results of this study suggest the capability of the proposed mechanisms to determine heart abnormality and act as an alternative to the current detection system. Science & Engineering Research Support soCiety 2016-08 Article PeerReviewed application/pdf en http://irep.iium.edu.my/51854/1/IJBSBT_Vol8_No4_2016.pdf Umadi, Lina Fadhilah and Mohd Azam, Siti Nurfarah Ain and Sidek, Khairul Azami (2016) Development of a photoplethysmogram based heart abnormality detection technique. International Journal of Bio-Science and Bio-Technology, 8 (4). pp. 87-96. ISSN 2233-7849 http://www.sersc.org/journals/IJBSBT/vol8_no4/10.pdf 10.14257/ijbsbt.2016.8.4.10
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TK7885 Computer engineering
spellingShingle	TK7885 Computer engineering Umadi, Lina Fadhilah Mohd Azam, Siti Nurfarah Ain Sidek, Khairul Azami Development of a photoplethysmogram based heart abnormality detection technique
description	In this study, the development of Cardioid based graph photoplethysmogram heart abnormality detection technique is presented. PPG signals in this work were collected from an online public repository called MIMIC II Waveform Database, Version 3 Part 1 with sampling rate of 250 Hz. Each recording has one minute of PPG signals. Distinctive features were extracted, and then the Cardioid based graph was plotted as the result of the differentiation of the signals. In addition, the different shapes of closed-loop created were then observed and assessed. From the Cardioid loop, the area and standard deviation were computed to distinguish between normal and abnormal heartbeats. Based on the results, these values for abnormal heartbeat were higher than the value of normal heartbeat thus signifying the differences between two categories of heart conditions. Therefore, the results of this study suggest the capability of the proposed mechanisms to determine heart abnormality and act as an alternative to the current detection system.
format	Article
author	Umadi, Lina Fadhilah Mohd Azam, Siti Nurfarah Ain Sidek, Khairul Azami
author_facet	Umadi, Lina Fadhilah Mohd Azam, Siti Nurfarah Ain Sidek, Khairul Azami
author_sort	Umadi, Lina Fadhilah
title	Development of a photoplethysmogram based heart abnormality detection technique
title_short	Development of a photoplethysmogram based heart abnormality detection technique
title_full	Development of a photoplethysmogram based heart abnormality detection technique
title_fullStr	Development of a photoplethysmogram based heart abnormality detection technique
title_full_unstemmed	Development of a photoplethysmogram based heart abnormality detection technique
title_sort	development of a photoplethysmogram based heart abnormality detection technique
publisher	Science & Engineering Research Support soCiety
publishDate	2016
url	http://irep.iium.edu.my/51854/ http://irep.iium.edu.my/51854/ http://irep.iium.edu.my/51854/ http://irep.iium.edu.my/51854/1/IJBSBT_Vol8_No4_2016.pdf
first_indexed	2023-09-18T21:13:31Z
last_indexed	2023-09-18T21:13:31Z
_version_	1777411410126438400

Development of a photoplethysmogram based heart abnormality detection technique

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