Arterial pulse waveform and pulse wave velocity
This study aimed to investigate the potential of arterial pulse waveform (APW) analysis as a tool for predicting arterial age of subjects through the use of a pressure independent index (PII) based on the shape of APW. 3 different PIIs were studied and the results showed that PII_1= t_1/t_2 produc...
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2023
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sg-ntu-dr.10356-1680942023-06-10T16:51:24Z Arterial pulse waveform and pulse wave velocity Sng, Gabriela Jing Hui Chan Weng Kong Yeo Joon Hock School of Mechanical and Aerospace Engineering MWKCHAN@ntu.edu.sg, mjhyeo@ntu.edu.sg Engineering::Mechanical engineering This study aimed to investigate the potential of arterial pulse waveform (APW) analysis as a tool for predicting arterial age of subjects through the use of a pressure independent index (PII) based on the shape of APW. 3 different PIIs were studied and the results showed that PII_1= t_1/t_2 produced the highest R-Squared value. A linear regression model was used to predict the arterial health, with seven random data sets taken to test the trained model which was based on 53 data sets. Despite the relatively sufficient R-Squared value of PII, further research is needed to improve the accuracy and precision of data taken. With further improvements made to the PulseTraxerTM PT8080, other parameters could be uncovered and more PIIs may be discovered that predicts the arterial age better than PII1. Nonetheless, the study represents an important step forward in the field of cardiovascular health and provides a promising avenue for future research and clinical practice. By leveraging the power of APW analysis, we can improve our understanding of arterial aging and develop more effective strategies for promoting cardiovascular health and reducing the burden of CVDs. Bachelor of Engineering (Mechanical Engineering) 2023-06-06T12:45:31Z 2023-06-06T12:45:31Z 2023 Final Year Project (FYP) Sng, G. J. H. (2023). Arterial pulse waveform and pulse wave velocity. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/168094 https://hdl.handle.net/10356/168094 en application/pdf Nanyang Technological University |
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Engineering::Mechanical engineering Sng, Gabriela Jing Hui Arterial pulse waveform and pulse wave velocity |
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This study aimed to investigate the potential of arterial pulse waveform (APW) analysis as a tool for predicting arterial age of subjects through the use of a pressure independent index (PII) based on the shape of APW. 3 different PIIs were studied and the results showed that PII_1= t_1/t_2 produced the highest R-Squared value. A linear regression model was used to predict the arterial health, with seven random data sets taken to test the trained model which was based on 53 data sets. Despite the relatively sufficient R-Squared value of PII, further research is needed to improve the accuracy and precision of data taken. With further improvements made to the PulseTraxerTM PT8080, other parameters could be uncovered and more PIIs may be discovered that predicts the arterial age better than PII1. Nonetheless, the study represents an important step forward in the field of cardiovascular health and provides a promising avenue for future research and clinical practice. By leveraging the power of APW analysis, we can improve our understanding of arterial aging and develop more effective strategies for promoting cardiovascular health and reducing the burden of CVDs. |
author2 |
Chan Weng Kong |
author_facet |
Chan Weng Kong Sng, Gabriela Jing Hui |
format |
Final Year Project |
author |
Sng, Gabriela Jing Hui |
author_sort |
Sng, Gabriela Jing Hui |
title |
Arterial pulse waveform and pulse wave velocity |
title_short |
Arterial pulse waveform and pulse wave velocity |
title_full |
Arterial pulse waveform and pulse wave velocity |
title_fullStr |
Arterial pulse waveform and pulse wave velocity |
title_full_unstemmed |
Arterial pulse waveform and pulse wave velocity |
title_sort |
arterial pulse waveform and pulse wave velocity |
publisher |
Nanyang Technological University |
publishDate |
2023 |
url |
https://hdl.handle.net/10356/168094 |
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1772826298522009600 |