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Contact-free sensor signals as a new digital biomarker for cardiovascular disease: chances and challenges

Multiple sensor systems are used to monitor physiological parameters, activities of daily living and behaviour. Digital biomarkers can be extracted and used as indicators for health and disease. Signal acquisition is either by object sensors, wearable sensors, or contact-free sensors including camer...

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Detalles Bibliográficos
Autores principales: Saner, Hugo, Knobel, Samuel Elia Johannes, Schuetz, Narayan, Nef, Tobias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9707864/
https://www.ncbi.nlm.nih.gov/pubmed/36713967
http://dx.doi.org/10.1093/ehjdh/ztaa006
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author Saner, Hugo
Knobel, Samuel Elia Johannes
Schuetz, Narayan
Nef, Tobias
author_facet Saner, Hugo
Knobel, Samuel Elia Johannes
Schuetz, Narayan
Nef, Tobias
author_sort Saner, Hugo
collection PubMed
description Multiple sensor systems are used to monitor physiological parameters, activities of daily living and behaviour. Digital biomarkers can be extracted and used as indicators for health and disease. Signal acquisition is either by object sensors, wearable sensors, or contact-free sensors including cameras, pressure sensors, non-contact capacitively coupled electrocardiogram (cECG), radar, and passive infrared motion sensors. This review summarizes contemporary knowledge of the use of contact-free sensors for patients with cardiovascular disease and healthy subjects following the PRISMA declaration. Chances and challenges are discussed. Thirty-six publications were rated to be of medium (31) or high (5) relevance. Results are best for monitoring of heart rate and heart rate variability using cardiac vibration, facial camera, or cECG; for respiration using cardiac vibration, cECG, or camera; and for sleep using ballistocardiography. Early results from radar sensors to monitor vital signs are promising. Contact-free sensors are little invasive, well accepted and suitable for long-term monitoring in particular in patient’s homes. A major problem are motion artefacts. Results from long-term use in larger patient cohorts are still lacking, but the technology is about to emerge the market and we can expect to see more clinical results in the near future.
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spelling pubmed-97078642023-01-27 Contact-free sensor signals as a new digital biomarker for cardiovascular disease: chances and challenges Saner, Hugo Knobel, Samuel Elia Johannes Schuetz, Narayan Nef, Tobias Eur Heart J Digit Health Reviews Multiple sensor systems are used to monitor physiological parameters, activities of daily living and behaviour. Digital biomarkers can be extracted and used as indicators for health and disease. Signal acquisition is either by object sensors, wearable sensors, or contact-free sensors including cameras, pressure sensors, non-contact capacitively coupled electrocardiogram (cECG), radar, and passive infrared motion sensors. This review summarizes contemporary knowledge of the use of contact-free sensors for patients with cardiovascular disease and healthy subjects following the PRISMA declaration. Chances and challenges are discussed. Thirty-six publications were rated to be of medium (31) or high (5) relevance. Results are best for monitoring of heart rate and heart rate variability using cardiac vibration, facial camera, or cECG; for respiration using cardiac vibration, cECG, or camera; and for sleep using ballistocardiography. Early results from radar sensors to monitor vital signs are promising. Contact-free sensors are little invasive, well accepted and suitable for long-term monitoring in particular in patient’s homes. A major problem are motion artefacts. Results from long-term use in larger patient cohorts are still lacking, but the technology is about to emerge the market and we can expect to see more clinical results in the near future. Oxford University Press 2020-11-27 /pmc/articles/PMC9707864/ /pubmed/36713967 http://dx.doi.org/10.1093/ehjdh/ztaa006 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of the European Society of Cardiology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Reviews
Saner, Hugo
Knobel, Samuel Elia Johannes
Schuetz, Narayan
Nef, Tobias
Contact-free sensor signals as a new digital biomarker for cardiovascular disease: chances and challenges
title Contact-free sensor signals as a new digital biomarker for cardiovascular disease: chances and challenges
title_full Contact-free sensor signals as a new digital biomarker for cardiovascular disease: chances and challenges
title_fullStr Contact-free sensor signals as a new digital biomarker for cardiovascular disease: chances and challenges
title_full_unstemmed Contact-free sensor signals as a new digital biomarker for cardiovascular disease: chances and challenges
title_short Contact-free sensor signals as a new digital biomarker for cardiovascular disease: chances and challenges
title_sort contact-free sensor signals as a new digital biomarker for cardiovascular disease: chances and challenges
topic Reviews
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9707864/
https://www.ncbi.nlm.nih.gov/pubmed/36713967
http://dx.doi.org/10.1093/ehjdh/ztaa006
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