A Low-Cost Tonometer Alternative: A Comparison Between Photoplethysmogram and Finger Ballistocardiogram and Validation Against Tonometric Waveform

Hypertension is a silent killer and one-third of its sufferers are unaware of its presence. Tonometric devices, like SphygmoCor, Compilor etc., represent the gold standard in pulse wave velocity (PWV) and augmentation index (AIx) measurements which are limited by their high cost and operational accu...

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Main Authors: Ghalib Muhammad Waqas Janjua, Dewar Finlay, Daniel Guldenring, Atta Ul Haq, James Mclaughlin
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8851144/
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spelling doaj-8cfa56ba6f8b4d2b9f2c5090704e71272021-03-29T23:43:46ZengIEEEIEEE Access2169-35362019-01-01714278714279510.1109/ACCESS.2019.29442128851144A Low-Cost Tonometer Alternative: A Comparison Between Photoplethysmogram and Finger Ballistocardiogram and Validation Against Tonometric WaveformGhalib Muhammad Waqas Janjua0https://orcid.org/0000-0002-8091-005XDewar Finlay1Daniel Guldenring2Atta Ul Haq3James Mclaughlin4Nibec Nanotechnology and Bioengineering Centre (NIBEC), Ulster University, Belfast, U.K.Nibec Nanotechnology and Bioengineering Centre (NIBEC), Ulster University, Belfast, U.K.Nibec Nanotechnology and Bioengineering Centre (NIBEC), Ulster University, Belfast, U.K.Nibec Nanotechnology and Bioengineering Centre (NIBEC), Ulster University, Belfast, U.K.Nibec Nanotechnology and Bioengineering Centre (NIBEC), Ulster University, Belfast, U.K.Hypertension is a silent killer and one-third of its sufferers are unaware of its presence. Tonometric devices, like SphygmoCor, Compilor etc., represent the gold standard in pulse wave velocity (PWV) and augmentation index (AIx) measurements which are limited by their high cost and operational accuracy. Here, we present an alternative technology that is low cost and may be suitable for the `wearable' setting. We undertook the comparisons of arterial waveforms obtained by photoplethysmogram (PPG) and finger ballistocardiogram (BPP) sensors which were then validated against a SphygmoCor tonometric device. Specifically, the agreement analysis of the augmentation, stiffness, reflection, elasticity, ejection elasticity and dicrotic reflection indexes showed that arterial distension waveform sensing using BPP sensor, has precision and accuracy similar to that of a SphygmoCor tonometric device whilst outperforming the volumetric arterial flow sensing using a PPG sensor, in every index. BPP indexes showed the r<sup>2</sup> fit of up to 0.95 and Spearman's rank correlation up to 0.91 when validated against the SphygmoCor tonometer. The estimated individual transfer functions for the BPP sensor, with reference to SphygmoCor, have accuracies of above 85% and 98% for 2 and 4-element windkessel (WK) models, respectively. The findings reported in this work may also be useful for the development of systems that are beneficial in the early and/or routine detection of hypertension.https://ieeexplore.ieee.org/document/8851144/Augmentation index (AIx)finger ballistocardiogram (BPP)cuff-less blood pressureelectrocardiogram (ECG)photoplethysmogram (PPG)pulse wave velocity (PWV)
collection DOAJ
language English
format Article
sources DOAJ
author Ghalib Muhammad Waqas Janjua
Dewar Finlay
Daniel Guldenring
Atta Ul Haq
James Mclaughlin
spellingShingle Ghalib Muhammad Waqas Janjua
Dewar Finlay
Daniel Guldenring
Atta Ul Haq
James Mclaughlin
A Low-Cost Tonometer Alternative: A Comparison Between Photoplethysmogram and Finger Ballistocardiogram and Validation Against Tonometric Waveform
IEEE Access
Augmentation index (AIx)
finger ballistocardiogram (BPP)
cuff-less blood pressure
electrocardiogram (ECG)
photoplethysmogram (PPG)
pulse wave velocity (PWV)
author_facet Ghalib Muhammad Waqas Janjua
Dewar Finlay
Daniel Guldenring
Atta Ul Haq
James Mclaughlin
author_sort Ghalib Muhammad Waqas Janjua
title A Low-Cost Tonometer Alternative: A Comparison Between Photoplethysmogram and Finger Ballistocardiogram and Validation Against Tonometric Waveform
title_short A Low-Cost Tonometer Alternative: A Comparison Between Photoplethysmogram and Finger Ballistocardiogram and Validation Against Tonometric Waveform
title_full A Low-Cost Tonometer Alternative: A Comparison Between Photoplethysmogram and Finger Ballistocardiogram and Validation Against Tonometric Waveform
title_fullStr A Low-Cost Tonometer Alternative: A Comparison Between Photoplethysmogram and Finger Ballistocardiogram and Validation Against Tonometric Waveform
title_full_unstemmed A Low-Cost Tonometer Alternative: A Comparison Between Photoplethysmogram and Finger Ballistocardiogram and Validation Against Tonometric Waveform
title_sort low-cost tonometer alternative: a comparison between photoplethysmogram and finger ballistocardiogram and validation against tonometric waveform
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Hypertension is a silent killer and one-third of its sufferers are unaware of its presence. Tonometric devices, like SphygmoCor, Compilor etc., represent the gold standard in pulse wave velocity (PWV) and augmentation index (AIx) measurements which are limited by their high cost and operational accuracy. Here, we present an alternative technology that is low cost and may be suitable for the `wearable' setting. We undertook the comparisons of arterial waveforms obtained by photoplethysmogram (PPG) and finger ballistocardiogram (BPP) sensors which were then validated against a SphygmoCor tonometric device. Specifically, the agreement analysis of the augmentation, stiffness, reflection, elasticity, ejection elasticity and dicrotic reflection indexes showed that arterial distension waveform sensing using BPP sensor, has precision and accuracy similar to that of a SphygmoCor tonometric device whilst outperforming the volumetric arterial flow sensing using a PPG sensor, in every index. BPP indexes showed the r<sup>2</sup> fit of up to 0.95 and Spearman's rank correlation up to 0.91 when validated against the SphygmoCor tonometer. The estimated individual transfer functions for the BPP sensor, with reference to SphygmoCor, have accuracies of above 85% and 98% for 2 and 4-element windkessel (WK) models, respectively. The findings reported in this work may also be useful for the development of systems that are beneficial in the early and/or routine detection of hypertension.
topic Augmentation index (AIx)
finger ballistocardiogram (BPP)
cuff-less blood pressure
electrocardiogram (ECG)
photoplethysmogram (PPG)
pulse wave velocity (PWV)
url https://ieeexplore.ieee.org/document/8851144/
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