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Registered report protocol: Developing an artifact index for capacitive electrocardiography signals acquired with an armchair
Continuous monitoring of an electrocardiogram (ECG) in private diagnostic spaces such as vehicles or apartments allows early detection of cardiovascular diseases. We will use an armchair with integrated capacitive electrodes to record the capacitive electrocardiogram (cECG) during everyday activitie...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8318277/ https://www.ncbi.nlm.nih.gov/pubmed/34320002 http://dx.doi.org/10.1371/journal.pone.0254780 |
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author | Warnecke, Joana M. Wang, Ju Cakir, Tolga Spicher, Nicolai Ganapathy, Nagarajan Deserno, Thomas M. |
author_facet | Warnecke, Joana M. Wang, Ju Cakir, Tolga Spicher, Nicolai Ganapathy, Nagarajan Deserno, Thomas M. |
author_sort | Warnecke, Joana M. |
collection | PubMed |
description | Continuous monitoring of an electrocardiogram (ECG) in private diagnostic spaces such as vehicles or apartments allows early detection of cardiovascular diseases. We will use an armchair with integrated capacitive electrodes to record the capacitive electrocardiogram (cECG) during everyday activities. However, movements and other artifacts affect the signal quality. Therefore, an artifact index is needed to detect artifacts and classify the cECG. The unavailability of cECG data and reliable ground truth information requires new recordings to develop an artifact index. This study is designed to test the hypothesis: an artifact index can be devised, which intends to estimate the signal quality of segments and classify signals. In a single-arm study with 44 subjects, we will record two activities of 11-minute duration: reading and watching television. During recording, we will capture cECG, ECG, and oxygen saturation (SpO(2)) with time synchronization as well as keypoint-based movement indicators obtained from a video camera. SpO(2) provides additional information on the subject’s health status. The keypoint-based movements indicate artifacts in the cECG. We will combine all ground truth data to evaluate the index. In the future, we aim at using the artifact index to exclude cECG segments with artifacts from further analysis. This will improve cECG technology for the measurement of cardiovascular parameters. |
format | Online Article Text |
id | pubmed-8318277 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-83182772021-07-31 Registered report protocol: Developing an artifact index for capacitive electrocardiography signals acquired with an armchair Warnecke, Joana M. Wang, Ju Cakir, Tolga Spicher, Nicolai Ganapathy, Nagarajan Deserno, Thomas M. PLoS One Registered Report Protocol Continuous monitoring of an electrocardiogram (ECG) in private diagnostic spaces such as vehicles or apartments allows early detection of cardiovascular diseases. We will use an armchair with integrated capacitive electrodes to record the capacitive electrocardiogram (cECG) during everyday activities. However, movements and other artifacts affect the signal quality. Therefore, an artifact index is needed to detect artifacts and classify the cECG. The unavailability of cECG data and reliable ground truth information requires new recordings to develop an artifact index. This study is designed to test the hypothesis: an artifact index can be devised, which intends to estimate the signal quality of segments and classify signals. In a single-arm study with 44 subjects, we will record two activities of 11-minute duration: reading and watching television. During recording, we will capture cECG, ECG, and oxygen saturation (SpO(2)) with time synchronization as well as keypoint-based movement indicators obtained from a video camera. SpO(2) provides additional information on the subject’s health status. The keypoint-based movements indicate artifacts in the cECG. We will combine all ground truth data to evaluate the index. In the future, we aim at using the artifact index to exclude cECG segments with artifacts from further analysis. This will improve cECG technology for the measurement of cardiovascular parameters. Public Library of Science 2021-07-28 /pmc/articles/PMC8318277/ /pubmed/34320002 http://dx.doi.org/10.1371/journal.pone.0254780 Text en © 2021 Warnecke et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Registered Report Protocol Warnecke, Joana M. Wang, Ju Cakir, Tolga Spicher, Nicolai Ganapathy, Nagarajan Deserno, Thomas M. Registered report protocol: Developing an artifact index for capacitive electrocardiography signals acquired with an armchair |
title | Registered report protocol: Developing an artifact index for capacitive electrocardiography signals acquired with an armchair |
title_full | Registered report protocol: Developing an artifact index for capacitive electrocardiography signals acquired with an armchair |
title_fullStr | Registered report protocol: Developing an artifact index for capacitive electrocardiography signals acquired with an armchair |
title_full_unstemmed | Registered report protocol: Developing an artifact index for capacitive electrocardiography signals acquired with an armchair |
title_short | Registered report protocol: Developing an artifact index for capacitive electrocardiography signals acquired with an armchair |
title_sort | registered report protocol: developing an artifact index for capacitive electrocardiography signals acquired with an armchair |
topic | Registered Report Protocol |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8318277/ https://www.ncbi.nlm.nih.gov/pubmed/34320002 http://dx.doi.org/10.1371/journal.pone.0254780 |
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