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Remote laser-speckle sensing of heart sounds for health assessment and biometric identification

Assessment of heart sounds is the cornerstone of cardiac examination, but it requires a stethoscope, skills and experience, and a direct contact with the patient. We developed a contactless, machine-learning assisted method for heart-sound identification and quantification based on the remote measur...

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Detalles Bibliográficos
Autores principales: Cester, Lucrezia, Starshynov, Ilya, Jones, Yola, Pellicori, Pierpaolo, Cleland, John G. F., Faccio, Daniele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Optica Publishing Group 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352283/
https://www.ncbi.nlm.nih.gov/pubmed/35991923
http://dx.doi.org/10.1364/BOE.451416
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author Cester, Lucrezia
Starshynov, Ilya
Jones, Yola
Pellicori, Pierpaolo
Cleland, John G. F.
Faccio, Daniele
author_facet Cester, Lucrezia
Starshynov, Ilya
Jones, Yola
Pellicori, Pierpaolo
Cleland, John G. F.
Faccio, Daniele
author_sort Cester, Lucrezia
collection PubMed
description Assessment of heart sounds is the cornerstone of cardiac examination, but it requires a stethoscope, skills and experience, and a direct contact with the patient. We developed a contactless, machine-learning assisted method for heart-sound identification and quantification based on the remote measurement of the reflected laser speckle from the neck skin surface in healthy individuals. We compare the performance of this method to standard digital stethoscope recordings on an example task of heart-beat sound biometric identification. We show that our method outperforms the stethoscope even allowing identification on the test data taken on different days. This method might allow development of devices for remote monitoring of cardiovascular health in different settings.
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spelling pubmed-93522832022-08-18 Remote laser-speckle sensing of heart sounds for health assessment and biometric identification Cester, Lucrezia Starshynov, Ilya Jones, Yola Pellicori, Pierpaolo Cleland, John G. F. Faccio, Daniele Biomed Opt Express Article Assessment of heart sounds is the cornerstone of cardiac examination, but it requires a stethoscope, skills and experience, and a direct contact with the patient. We developed a contactless, machine-learning assisted method for heart-sound identification and quantification based on the remote measurement of the reflected laser speckle from the neck skin surface in healthy individuals. We compare the performance of this method to standard digital stethoscope recordings on an example task of heart-beat sound biometric identification. We show that our method outperforms the stethoscope even allowing identification on the test data taken on different days. This method might allow development of devices for remote monitoring of cardiovascular health in different settings. Optica Publishing Group 2022-06-07 /pmc/articles/PMC9352283/ /pubmed/35991923 http://dx.doi.org/10.1364/BOE.451416 Text en Published by Optica Publishing Group under the terms of the Creative Commons Attribution 4.0 License. Further distribution of this work must maintain attribution to the author(s) and the published article’s title, journal citation, and DOI. https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Cester, Lucrezia
Starshynov, Ilya
Jones, Yola
Pellicori, Pierpaolo
Cleland, John G. F.
Faccio, Daniele
Remote laser-speckle sensing of heart sounds for health assessment and biometric identification
title Remote laser-speckle sensing of heart sounds for health assessment and biometric identification
title_full Remote laser-speckle sensing of heart sounds for health assessment and biometric identification
title_fullStr Remote laser-speckle sensing of heart sounds for health assessment and biometric identification
title_full_unstemmed Remote laser-speckle sensing of heart sounds for health assessment and biometric identification
title_short Remote laser-speckle sensing of heart sounds for health assessment and biometric identification
title_sort remote laser-speckle sensing of heart sounds for health assessment and biometric identification
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352283/
https://www.ncbi.nlm.nih.gov/pubmed/35991923
http://dx.doi.org/10.1364/BOE.451416
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