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Detecting carotid stenosis from skin vibrations using Laser Doppler Vibrometry – An in vitro proof-of-concept

Early detection of asymptomatic carotid stenosis may help identifying individuals at risk of stroke. We explore a new method based on laser Doppler vibrometry (LDV) which could allow the non-contact detection of stenosis from neck skin vibrations due to stenosis-induced flow disturbances. Experiment...

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Autores principales: Mancini, Viviana, Tommasin, Daniela, Li, Yanlu, Reeves, Jonathan, Baets, Roel, Greenwald, Steve, Segers, Patrick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6586301/
https://www.ncbi.nlm.nih.gov/pubmed/31220141
http://dx.doi.org/10.1371/journal.pone.0218317
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author Mancini, Viviana
Tommasin, Daniela
Li, Yanlu
Reeves, Jonathan
Baets, Roel
Greenwald, Steve
Segers, Patrick
author_facet Mancini, Viviana
Tommasin, Daniela
Li, Yanlu
Reeves, Jonathan
Baets, Roel
Greenwald, Steve
Segers, Patrick
author_sort Mancini, Viviana
collection PubMed
description Early detection of asymptomatic carotid stenosis may help identifying individuals at risk of stroke. We explore a new method based on laser Doppler vibrometry (LDV) which could allow the non-contact detection of stenosis from neck skin vibrations due to stenosis-induced flow disturbances. Experimental fluid dynamical tests were performed with water on a severely stenosed patient-specific carotid bifurcation model. Measurements were taken under various physiological flow regimes both in a compliant and stiff-walled version of the model, at 1 to 4 diameters downstream from the stenosis. An inter-arterial pressure catheter was positioned as reference. Increasing flow led to corresponding increase in power spectral density (PSD) of pressure and LDV recordings in the 0–500 Hz range. The stiff model lead to higher PSD. PSD of the LDV signal was less dependent on the downstream measurement location than pressure. The strength of the association between PSD and flow level, model material and measuring location was highest in the 0–50 Hz range, however useful information was found up to 200 Hz. This proof-of-concept suggests that LDV has the potential to detect stenosis-induced disturbed flow. Further computational and clinical validation studies are ongoing to assess the sensitivity and specificity of the technique for clinical screening.
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spelling pubmed-65863012019-06-28 Detecting carotid stenosis from skin vibrations using Laser Doppler Vibrometry – An in vitro proof-of-concept Mancini, Viviana Tommasin, Daniela Li, Yanlu Reeves, Jonathan Baets, Roel Greenwald, Steve Segers, Patrick PLoS One Research Article Early detection of asymptomatic carotid stenosis may help identifying individuals at risk of stroke. We explore a new method based on laser Doppler vibrometry (LDV) which could allow the non-contact detection of stenosis from neck skin vibrations due to stenosis-induced flow disturbances. Experimental fluid dynamical tests were performed with water on a severely stenosed patient-specific carotid bifurcation model. Measurements were taken under various physiological flow regimes both in a compliant and stiff-walled version of the model, at 1 to 4 diameters downstream from the stenosis. An inter-arterial pressure catheter was positioned as reference. Increasing flow led to corresponding increase in power spectral density (PSD) of pressure and LDV recordings in the 0–500 Hz range. The stiff model lead to higher PSD. PSD of the LDV signal was less dependent on the downstream measurement location than pressure. The strength of the association between PSD and flow level, model material and measuring location was highest in the 0–50 Hz range, however useful information was found up to 200 Hz. This proof-of-concept suggests that LDV has the potential to detect stenosis-induced disturbed flow. Further computational and clinical validation studies are ongoing to assess the sensitivity and specificity of the technique for clinical screening. Public Library of Science 2019-06-20 /pmc/articles/PMC6586301/ /pubmed/31220141 http://dx.doi.org/10.1371/journal.pone.0218317 Text en © 2019 Mancini et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Mancini, Viviana
Tommasin, Daniela
Li, Yanlu
Reeves, Jonathan
Baets, Roel
Greenwald, Steve
Segers, Patrick
Detecting carotid stenosis from skin vibrations using Laser Doppler Vibrometry – An in vitro proof-of-concept
title Detecting carotid stenosis from skin vibrations using Laser Doppler Vibrometry – An in vitro proof-of-concept
title_full Detecting carotid stenosis from skin vibrations using Laser Doppler Vibrometry – An in vitro proof-of-concept
title_fullStr Detecting carotid stenosis from skin vibrations using Laser Doppler Vibrometry – An in vitro proof-of-concept
title_full_unstemmed Detecting carotid stenosis from skin vibrations using Laser Doppler Vibrometry – An in vitro proof-of-concept
title_short Detecting carotid stenosis from skin vibrations using Laser Doppler Vibrometry – An in vitro proof-of-concept
title_sort detecting carotid stenosis from skin vibrations using laser doppler vibrometry – an in vitro proof-of-concept
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6586301/
https://www.ncbi.nlm.nih.gov/pubmed/31220141
http://dx.doi.org/10.1371/journal.pone.0218317
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