Pressure independent index for arterial pulse waveform

Knowing that arteries stiffen with age, this project involves the study of arterial pulse waveform for the nomotension population of different age groups. The aim is to establish the best possible parametric representation with respect to age. The platform which this project is based on is a pres...

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Main Author: Ho, Clement Wei En.
Other Authors: Yeo Joon Hock
Format: Final Year Project
Language:English
Published: 2012
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Online Access:http://hdl.handle.net/10356/50075
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-500752023-03-04T18:52:10Z Pressure independent index for arterial pulse waveform Ho, Clement Wei En. Yeo Joon Hock School of Mechanical and Aerospace Engineering DRNTU::Engineering Knowing that arteries stiffen with age, this project involves the study of arterial pulse waveform for the nomotension population of different age groups. The aim is to establish the best possible parametric representation with respect to age. The platform which this project is based on is a pressure-dependant parameter established by previous FYP students known as ∆A*. A total of 414 subjects’ data were used for this project and after investigating the ∆A* parameter, discrepancies which affected accuracy were found. Addressing this discrepancies led to the introduction of a new parameter, the ∆A*(ABS). In addition, the benchmark SBP/DBP value in which the subjects’ waveform would be compared against was enhanced (to 107/70mmHg) and more benchmarks were added (∆A65*, ∆A75*, ∆A85*, ∆A95*) in a bid to tighten the pulse rate bracket which subject’s waveform would fall under. 14 errant data were filtered out and while keeping the data set constant, the different parameters were plotted against age and compared. Linear and Non Linear Regression Analysis were carried out and the new parameter ∆A*(ABS) showed a significant improvement in results compared to the previous ∆A* parameter In comparison to more established parameters like the SBP, MAP and CAP, the results shown by ∆A* (ABS) after the errant data were removed showed promise having better SBP and MAP. However, the best parametric representation with regards to age was still CAP. The ∆A* (ABS) shows good potential and can be further explored by addressing the limitations and building on the recommendations mentioned in this report. Bachelor of Engineering (Mechanical Engineering) 2012-05-29T07:46:14Z 2012-05-29T07:46:14Z 2012 2012 Final Year Project (FYP) http://hdl.handle.net/10356/50075 en Nanyang Technological University 105 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering
spellingShingle DRNTU::Engineering
Ho, Clement Wei En.
Pressure independent index for arterial pulse waveform
description Knowing that arteries stiffen with age, this project involves the study of arterial pulse waveform for the nomotension population of different age groups. The aim is to establish the best possible parametric representation with respect to age. The platform which this project is based on is a pressure-dependant parameter established by previous FYP students known as ∆A*. A total of 414 subjects’ data were used for this project and after investigating the ∆A* parameter, discrepancies which affected accuracy were found. Addressing this discrepancies led to the introduction of a new parameter, the ∆A*(ABS). In addition, the benchmark SBP/DBP value in which the subjects’ waveform would be compared against was enhanced (to 107/70mmHg) and more benchmarks were added (∆A65*, ∆A75*, ∆A85*, ∆A95*) in a bid to tighten the pulse rate bracket which subject’s waveform would fall under. 14 errant data were filtered out and while keeping the data set constant, the different parameters were plotted against age and compared. Linear and Non Linear Regression Analysis were carried out and the new parameter ∆A*(ABS) showed a significant improvement in results compared to the previous ∆A* parameter In comparison to more established parameters like the SBP, MAP and CAP, the results shown by ∆A* (ABS) after the errant data were removed showed promise having better SBP and MAP. However, the best parametric representation with regards to age was still CAP. The ∆A* (ABS) shows good potential and can be further explored by addressing the limitations and building on the recommendations mentioned in this report.
author2 Yeo Joon Hock
author_facet Yeo Joon Hock
Ho, Clement Wei En.
format Final Year Project
author Ho, Clement Wei En.
author_sort Ho, Clement Wei En.
title Pressure independent index for arterial pulse waveform
title_short Pressure independent index for arterial pulse waveform
title_full Pressure independent index for arterial pulse waveform
title_fullStr Pressure independent index for arterial pulse waveform
title_full_unstemmed Pressure independent index for arterial pulse waveform
title_sort pressure independent index for arterial pulse waveform
publishDate 2012
url http://hdl.handle.net/10356/50075
_version_ 1759858373900107776