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Estimation of HbA1c level among diabetic patients using second derivative of photoplethysmography

Diabetes mellitus has become very important issue over the last decade. It affects several complications such as kidney failure, heart failure, stroke and blindness. The risk of developing diabetic complications is related to hyperglycemia and duration of having diabetes. Therefore, early detection...

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Main Authors:	Usman, Sahnius, Harun, Norhaslinda, Dziyauddin, Rudzidatul Akmam, Bani, Nurul Aini
Format:	Conference or Workshop Item
Published:	Institute of Electrical and Electronics Engineers Inc. 2018
Subjects:	T Technology (General)
Online Access:	http://eprints.utm.my/id/eprint/82368/ http://dx.doi.org/10.1109/SCORED.2017.8305415
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id	my.utm.82368
record_format	eprints
spelling	my.utm.823682019-10-20T07:13:43Z http://eprints.utm.my/id/eprint/82368/ Estimation of HbA1c level among diabetic patients using second derivative of photoplethysmography Usman, Sahnius Harun, Norhaslinda Dziyauddin, Rudzidatul Akmam Bani, Nurul Aini T Technology (General) Diabetes mellitus has become very important issue over the last decade. It affects several complications such as kidney failure, heart failure, stroke and blindness. The risk of developing diabetic complications is related to hyperglycemia and duration of having diabetes. Therefore, early detection can improve the chances of therapeutic interventions that may alleviate its effects. This research proposed second derivative of Photoplethysmography waveform (SDPPG) technique for monitoring the arterial condition in estimated the states of diabetic (HbA1c level greater than 10 percent). The proposed technique is simple and low cost optical techniques for detecting and tracking blood volume change. Results showed that the risk of having HbA1c level greater than 10 percent can be estimated. We conclude that the proposed technique on extracting the information from PPG signal is useful for estimating HbA1c level greater than 10 percent among diabetic patients. Institute of Electrical and Electronics Engineers Inc. 2018 Conference or Workshop Item PeerReviewed Usman, Sahnius and Harun, Norhaslinda and Dziyauddin, Rudzidatul Akmam and Bani, Nurul Aini (2018) Estimation of HbA1c level among diabetic patients using second derivative of photoplethysmography. In: 15th IEEE Student Conference on Research and Development, SCOReD 2017, 13 December 2017- 14 December 2017, Putrajaya, Malaysia. http://dx.doi.org/10.1109/SCORED.2017.8305415
institution	Universiti Teknologi Malaysia
building	UTM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Malaysia
content_source	UTM Institutional Repository
url_provider	http://eprints.utm.my/
topic	T Technology (General)
spellingShingle	T Technology (General) Usman, Sahnius Harun, Norhaslinda Dziyauddin, Rudzidatul Akmam Bani, Nurul Aini Estimation of HbA1c level among diabetic patients using second derivative of photoplethysmography
description	Diabetes mellitus has become very important issue over the last decade. It affects several complications such as kidney failure, heart failure, stroke and blindness. The risk of developing diabetic complications is related to hyperglycemia and duration of having diabetes. Therefore, early detection can improve the chances of therapeutic interventions that may alleviate its effects. This research proposed second derivative of Photoplethysmography waveform (SDPPG) technique for monitoring the arterial condition in estimated the states of diabetic (HbA1c level greater than 10 percent). The proposed technique is simple and low cost optical techniques for detecting and tracking blood volume change. Results showed that the risk of having HbA1c level greater than 10 percent can be estimated. We conclude that the proposed technique on extracting the information from PPG signal is useful for estimating HbA1c level greater than 10 percent among diabetic patients.
format	Conference or Workshop Item
author	Usman, Sahnius Harun, Norhaslinda Dziyauddin, Rudzidatul Akmam Bani, Nurul Aini
author_facet	Usman, Sahnius Harun, Norhaslinda Dziyauddin, Rudzidatul Akmam Bani, Nurul Aini
author_sort	Usman, Sahnius
title	Estimation of HbA1c level among diabetic patients using second derivative of photoplethysmography
title_short	Estimation of HbA1c level among diabetic patients using second derivative of photoplethysmography
title_full	Estimation of HbA1c level among diabetic patients using second derivative of photoplethysmography
title_fullStr	Estimation of HbA1c level among diabetic patients using second derivative of photoplethysmography
title_full_unstemmed	Estimation of HbA1c level among diabetic patients using second derivative of photoplethysmography
title_sort	estimation of hba1c level among diabetic patients using second derivative of photoplethysmography
publisher	Institute of Electrical and Electronics Engineers Inc.
publishDate	2018
url	http://eprints.utm.my/id/eprint/82368/ http://dx.doi.org/10.1109/SCORED.2017.8305415
_version_	1651866646182100992
score	13.211869

Estimation of HbA1c level among diabetic patients using second derivative of photoplethysmography

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