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Feasibility of non-contact cardiorespiratory monitoring using impulse-radio ultra-wideband radar in the neonatal intensive care unit
BACKGROUND: Current cardiorespiratory monitoring equipment can cause injuries and infections in neonates with fragile skin. Impulse-radio ultra-wideband (IR-UWB) radar was recently demonstrated to be an effective contactless vital sign monitor in adults. The purpose of this study was to assess heart...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7769476/ https://www.ncbi.nlm.nih.gov/pubmed/33370375 http://dx.doi.org/10.1371/journal.pone.0243939 |
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author | Lee, Won Hyuk Lee, Yonggu Na, Jae Yoon Kim, Seung Hyun Lee, Hyun Ju Lim, Young-Hyo Cho, Seok Hyun Cho, Sung Ho Park, Hyun-Kyung |
author_facet | Lee, Won Hyuk Lee, Yonggu Na, Jae Yoon Kim, Seung Hyun Lee, Hyun Ju Lim, Young-Hyo Cho, Seok Hyun Cho, Sung Ho Park, Hyun-Kyung |
author_sort | Lee, Won Hyuk |
collection | PubMed |
description | BACKGROUND: Current cardiorespiratory monitoring equipment can cause injuries and infections in neonates with fragile skin. Impulse-radio ultra-wideband (IR-UWB) radar was recently demonstrated to be an effective contactless vital sign monitor in adults. The purpose of this study was to assess heart rates (HRs) and respiratory rates (RRs) in the neonatal intensive care unit (NICU) using IR-UWB radar and to evaluate its accuracy and reliability compared to conventional electrocardiography (ECG)/impedance pneumography (IPG). METHODS: The HR and RR were recorded in 34 neonates between 3 and 72 days of age during minimal movement (51 measurements in total) using IR-UWB radar (HR(Rd), RR(Rd)) and ECG/IPG (HR(ECG), RR(IPG)) simultaneously. The radar signals were processed in real time using algorithms for neonates. Radar and ECG/IPG measurements were compared using concordance correlation coefficients (CCCs) and Bland-Altman plots. RESULTS: From the 34 neonates, 12,530 HR samples and 3,504 RR samples were measured. Both the HR and RR measured using the two methods were highly concordant when the neonates had minimal movements (CCC = 0.95 between the RR(Rd) and RR(IPG), CCC = 0.97 between the HR(Rd) and HR(ECG)). In the Bland-Altman plot, the mean biases were 0.17 breaths/min (95% limit of agreement [LOA] -7.0–7.3) between the RR(Rd) and RR(IPG) and -0.23 bpm (95% LOA -5.3–4.8) between the HR(Rd) and HR(ECG). Moreover, the agreement for the HR and RR measurements between the two modalities was consistently high regardless of neonate weight. CONCLUSIONS: A cardiorespiratory monitor using IR-UWB radar may provide accurate non-contact HR and RR estimates without wires and electrodes for neonates in the NICU. |
format | Online Article Text |
id | pubmed-7769476 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-77694762021-01-08 Feasibility of non-contact cardiorespiratory monitoring using impulse-radio ultra-wideband radar in the neonatal intensive care unit Lee, Won Hyuk Lee, Yonggu Na, Jae Yoon Kim, Seung Hyun Lee, Hyun Ju Lim, Young-Hyo Cho, Seok Hyun Cho, Sung Ho Park, Hyun-Kyung PLoS One Research Article BACKGROUND: Current cardiorespiratory monitoring equipment can cause injuries and infections in neonates with fragile skin. Impulse-radio ultra-wideband (IR-UWB) radar was recently demonstrated to be an effective contactless vital sign monitor in adults. The purpose of this study was to assess heart rates (HRs) and respiratory rates (RRs) in the neonatal intensive care unit (NICU) using IR-UWB radar and to evaluate its accuracy and reliability compared to conventional electrocardiography (ECG)/impedance pneumography (IPG). METHODS: The HR and RR were recorded in 34 neonates between 3 and 72 days of age during minimal movement (51 measurements in total) using IR-UWB radar (HR(Rd), RR(Rd)) and ECG/IPG (HR(ECG), RR(IPG)) simultaneously. The radar signals were processed in real time using algorithms for neonates. Radar and ECG/IPG measurements were compared using concordance correlation coefficients (CCCs) and Bland-Altman plots. RESULTS: From the 34 neonates, 12,530 HR samples and 3,504 RR samples were measured. Both the HR and RR measured using the two methods were highly concordant when the neonates had minimal movements (CCC = 0.95 between the RR(Rd) and RR(IPG), CCC = 0.97 between the HR(Rd) and HR(ECG)). In the Bland-Altman plot, the mean biases were 0.17 breaths/min (95% limit of agreement [LOA] -7.0–7.3) between the RR(Rd) and RR(IPG) and -0.23 bpm (95% LOA -5.3–4.8) between the HR(Rd) and HR(ECG). Moreover, the agreement for the HR and RR measurements between the two modalities was consistently high regardless of neonate weight. CONCLUSIONS: A cardiorespiratory monitor using IR-UWB radar may provide accurate non-contact HR and RR estimates without wires and electrodes for neonates in the NICU. Public Library of Science 2020-12-28 /pmc/articles/PMC7769476/ /pubmed/33370375 http://dx.doi.org/10.1371/journal.pone.0243939 Text en © 2020 Lee et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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 | Research Article Lee, Won Hyuk Lee, Yonggu Na, Jae Yoon Kim, Seung Hyun Lee, Hyun Ju Lim, Young-Hyo Cho, Seok Hyun Cho, Sung Ho Park, Hyun-Kyung Feasibility of non-contact cardiorespiratory monitoring using impulse-radio ultra-wideband radar in the neonatal intensive care unit |
title | Feasibility of non-contact cardiorespiratory monitoring using impulse-radio ultra-wideband radar in the neonatal intensive care unit |
title_full | Feasibility of non-contact cardiorespiratory monitoring using impulse-radio ultra-wideband radar in the neonatal intensive care unit |
title_fullStr | Feasibility of non-contact cardiorespiratory monitoring using impulse-radio ultra-wideband radar in the neonatal intensive care unit |
title_full_unstemmed | Feasibility of non-contact cardiorespiratory monitoring using impulse-radio ultra-wideband radar in the neonatal intensive care unit |
title_short | Feasibility of non-contact cardiorespiratory monitoring using impulse-radio ultra-wideband radar in the neonatal intensive care unit |
title_sort | feasibility of non-contact cardiorespiratory monitoring using impulse-radio ultra-wideband radar in the neonatal intensive care unit |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7769476/ https://www.ncbi.nlm.nih.gov/pubmed/33370375 http://dx.doi.org/10.1371/journal.pone.0243939 |
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