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Synthetic photoplethysmography (PPG) of the radial artery through parallelized Monte Carlo and its correlation to body mass index (BMI)

Cardiovascular disease is one of the leading causes of death in the United States and obesity significantly increases the risk of cardiovascular disease. The measurement of blood pressure (BP) is critical in monitoring and managing cardiovascular disease hence new wearable devices are being develope...

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Autores principales: Boonya-ananta, Tananant, Rodriguez, Andres J., Ajmal, Ajmal, Du Le, Vinh Nguyen, Hansen, Anders K., Hutcheson, Joshua D., Ramella-Roman, Jessica C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7843978/
https://www.ncbi.nlm.nih.gov/pubmed/33510428
http://dx.doi.org/10.1038/s41598-021-82124-4
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author Boonya-ananta, Tananant
Rodriguez, Andres J.
Ajmal, Ajmal
Du Le, Vinh Nguyen
Hansen, Anders K.
Hutcheson, Joshua D.
Ramella-Roman, Jessica C.
author_facet Boonya-ananta, Tananant
Rodriguez, Andres J.
Ajmal, Ajmal
Du Le, Vinh Nguyen
Hansen, Anders K.
Hutcheson, Joshua D.
Ramella-Roman, Jessica C.
author_sort Boonya-ananta, Tananant
collection PubMed
description Cardiovascular disease is one of the leading causes of death in the United States and obesity significantly increases the risk of cardiovascular disease. The measurement of blood pressure (BP) is critical in monitoring and managing cardiovascular disease hence new wearable devices are being developed to make BP more accessible to physicians and patients. Several wearables utilize photoplethysmography from the wrist vasculature to derive BP assessment although many of these devices are still at the experimental stage. With the ultimate goal of supporting instrument development, we have developed a model of the photoplethysmographic waveform derived from the radial artery at the volar surface of the wrist. To do so we have utilized the relation between vessel biomechanics through Finite Element Method and Monte Carlo light transport model. The model shows similar features to that seen in PPG waveform captured using an off the shelf device. We observe the influence of body mass index on the PPG signal. A degradation the PPG signal of up to 40% in AC to DC signal ratio was thus observed.
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spelling pubmed-78439782021-01-29 Synthetic photoplethysmography (PPG) of the radial artery through parallelized Monte Carlo and its correlation to body mass index (BMI) Boonya-ananta, Tananant Rodriguez, Andres J. Ajmal, Ajmal Du Le, Vinh Nguyen Hansen, Anders K. Hutcheson, Joshua D. Ramella-Roman, Jessica C. Sci Rep Article Cardiovascular disease is one of the leading causes of death in the United States and obesity significantly increases the risk of cardiovascular disease. The measurement of blood pressure (BP) is critical in monitoring and managing cardiovascular disease hence new wearable devices are being developed to make BP more accessible to physicians and patients. Several wearables utilize photoplethysmography from the wrist vasculature to derive BP assessment although many of these devices are still at the experimental stage. With the ultimate goal of supporting instrument development, we have developed a model of the photoplethysmographic waveform derived from the radial artery at the volar surface of the wrist. To do so we have utilized the relation between vessel biomechanics through Finite Element Method and Monte Carlo light transport model. The model shows similar features to that seen in PPG waveform captured using an off the shelf device. We observe the influence of body mass index on the PPG signal. A degradation the PPG signal of up to 40% in AC to DC signal ratio was thus observed. Nature Publishing Group UK 2021-01-28 /pmc/articles/PMC7843978/ /pubmed/33510428 http://dx.doi.org/10.1038/s41598-021-82124-4 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Boonya-ananta, Tananant
Rodriguez, Andres J.
Ajmal, Ajmal
Du Le, Vinh Nguyen
Hansen, Anders K.
Hutcheson, Joshua D.
Ramella-Roman, Jessica C.
Synthetic photoplethysmography (PPG) of the radial artery through parallelized Monte Carlo and its correlation to body mass index (BMI)
title Synthetic photoplethysmography (PPG) of the radial artery through parallelized Monte Carlo and its correlation to body mass index (BMI)
title_full Synthetic photoplethysmography (PPG) of the radial artery through parallelized Monte Carlo and its correlation to body mass index (BMI)
title_fullStr Synthetic photoplethysmography (PPG) of the radial artery through parallelized Monte Carlo and its correlation to body mass index (BMI)
title_full_unstemmed Synthetic photoplethysmography (PPG) of the radial artery through parallelized Monte Carlo and its correlation to body mass index (BMI)
title_short Synthetic photoplethysmography (PPG) of the radial artery through parallelized Monte Carlo and its correlation to body mass index (BMI)
title_sort synthetic photoplethysmography (ppg) of the radial artery through parallelized monte carlo and its correlation to body mass index (bmi)
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7843978/
https://www.ncbi.nlm.nih.gov/pubmed/33510428
http://dx.doi.org/10.1038/s41598-021-82124-4
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