An Intelligence Approach for Blood Pressure Estimation from Photoplethysmography Signal
Paper
Paper/Presentation Title | An Intelligence Approach for Blood Pressure Estimation from Photoplethysmography Signal |
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Presentation Type | Paper |
Authors | Abdulla, Shahab (Author), Diykh, Mohammed (Author), AlKhafaji, Sarmad K. D. (Author), Oudah, Atheer Y (Author), Marhoon, Haydar Abdulameer (Author) and Azeez, Rand Ameen (Author) |
Editors | Agma, Traina, Wang, Hua, Zhang, Yong, Siuly, Siuly, Zhou, Rui and Chen, Lu |
Journal or Proceedings Title | Proceedings of the 11th International Conference on Health Information Science (HIS 2022) |
Journal Citation | 13705, pp. 54-63 |
Number of Pages | 10 |
Year | 2022 |
Place of Publication | Switzerland |
ISBN | 9783031206269 |
9783031206276 | |
Digital Object Identifier (DOI) | https://doi.org/10.1007/978-3-031-20627-6_6 |
Web Address (URL) of Paper | https://link.springer.com/chapter/10.1007/978-3-031-20627-6_6 |
Web Address (URL) of Conference Proceedings | https://link.springer.com/book/10.1007/978-3-031-20627-6 |
Conference/Event | 11th International Conference on Health Information Science (HIS 2022) |
Event Details | 11th International Conference on Health Information Science (HIS 2022) Parent International Conference on Health Information Science (HIS) Event Date 28 to end of 30 Oct 2022 Event Location Biarritz, France |
Abstract | Commercial cuff-based Blood pressure (BP) devices are mainly not suitable or portable. To ease the measurement of BP devices, we proposed a new model for BP estimation based on photoplethysmography (PPG) signal. PPG signals are segmented into cycles using an improved peak detection algorithm. Then, each segment is mapped into a graph. Graph wavelets transform (GWT) is applied to each segment. The spectral graph features are extracted and tested to assess the BP. A ridge regression is employed to evaluated the BP with the reference of PPG. A publica dataset is used to evaluate the proposed model. The proposed model achieved good results and the obtained results are promising in improving the accuracy of BP estimation. |
Keywords | BP, GWT, ridge regression, segmentation, peak detection algorithm |
ANZSRC Field of Research 2020 | 329999. Other biomedical and clinical sciences not elsewhere classified |
Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
Series | Lecture Notes in Computer Science |
Institution of Origin | University of Southern Queensland |
Byline Affiliations | UniSQ College |
USQ College | |
University of Thi-Qar, Iraq | |
Al-Ayen University, Iraq | |
Ministry of Education, Iraqi |
https://research.usq.edu.au/item/q7vxy/an-intelligence-approach-for-blood-pressure-estimation-from-photoplethysmography-signal
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