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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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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