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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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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. |
format | Online Article Text |
id | pubmed-9707864 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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