Unknown

Dataset Information

0

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


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.

SUBMITTER: Cester L 

PROVIDER: S-EPMC9352283 | biostudies-literature | 2022 Jul

REPOSITORIES: biostudies-literature

altmetric image

Publications

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

Cester Lucrezia L   Starshynov Ilya I   Jones Yola Y   Pellicori Pierpaolo P   Cleland John G F JGF   Faccio Daniele D  

Biomedical optics express 20220607 7


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  ...[more]

Similar Datasets

| S-EPMC6287569 | biostudies-literature
| S-EPMC9978471 | biostudies-literature
| S-EPMC5073946 | biostudies-literature
| S-EPMC3458316 | biostudies-literature
| S-EPMC9725159 | biostudies-literature
| S-EPMC7726999 | biostudies-literature
| S-EPMC6929190 | biostudies-literature
| S-EPMC7401962 | biostudies-literature
| S-EPMC3932313 | biostudies-literature
| S-EPMC6513895 | biostudies-literature