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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| Format: | Conference or Workshop Item |
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Institute of Electrical and Electronics Engineers Inc.
2018
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| _version_ | 1796863571228884992 |
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| 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 |
| collection | ePrints |
| 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. |
| first_indexed | 2024-03-05T20:28:45Z |
| format | Conference or Workshop Item |
| id | utm.eprints-82368 |
| institution | Universiti Teknologi Malaysia - ePrints |
| last_indexed | 2024-03-05T20:28:45Z |
| publishDate | 2018 |
| publisher | Institute of Electrical and Electronics Engineers Inc. |
| record_format | dspace |
| spelling | utm.eprints-823682019-10-20T07:13:43Z http://eprints.utm.my/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 |
| 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 |
| title | 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_short | 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 |
| topic | T Technology (General) |
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