Cester, L., Starshynov, I. , Jones, Y., Pellicori, P. , Cleland, J. G.F. and Faccio, D. (2022) Remote laser-speckle sensing of heart sounds for health assessment and biometric identification. Biomedical Optics Express, 13(7), pp. 3743-3750. (doi: 10.1364/BOE.451416) (PMID:35991923) (PMCID:PMC9352283)
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Abstract
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.
Item Type: | Articles |
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Status: | Published |
Refereed: | Yes |
Glasgow Author(s) Enlighten ID: | cester, lucrezia maria elisabetta and Faccio, Professor Daniele and Cleland, Professor John and Starshynov, Mr Ilya and Pellicori, Dr Pierpaolo and Jones, Yola |
Authors: | Cester, L., Starshynov, I., Jones, Y., Pellicori, P., Cleland, J. G.F., and Faccio, D. |
College/School: | College of Medical Veterinary and Life Sciences > School of Health & Wellbeing > Robertson Centre College of Science and Engineering > School of Physics and Astronomy |
Journal Name: | Biomedical Optics Express |
Publisher: | Optical Society of America |
ISSN: | 2156-7085 |
ISSN (Online): | 2156-7085 |
Published Online: | 07 June 2022 |
Copyright Holders: | Copyright © 2022 The Authors |
First Published: | First published in Biomedical Optics Express 13(7): 3743-3750 |
Publisher Policy: | Reproduced under a Creative Commons License |
Data DOI: | 10.5525/gla.researchdata.1238 |
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