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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Optica Publishing Group
2022
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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. |
format | Online Article Text |
id | pubmed-9352283 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Optica Publishing Group |
record_format | MEDLINE/PubMed |
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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