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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...

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Autores principales: Warnecke, Joana M., Wang, Ju, Cakir, Tolga, Spicher, Nicolai, Ganapathy, Nagarajan, Deserno, Thomas M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
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.
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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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