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Use of wearable devices for post-discharge monitoring of ICU patients: a feasibility study

BACKGROUND: Wearable devices generate signals detecting activity, sleep, and heart rate, all of which could enable detailed and near-continuous characterization of recovery following critical illness. METHODS: To determine the feasibility of using a wrist-worn personal fitness tracker among patients...

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Autores principales: Kroll, Ryan R., McKenzie, Erica D., Boyd, J. Gordon, Sheth, Prameet, Howes, Daniel, Wood, Michael, Maslove, David M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5698959/
https://www.ncbi.nlm.nih.gov/pubmed/29201377
http://dx.doi.org/10.1186/s40560-017-0261-9
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author Kroll, Ryan R.
McKenzie, Erica D.
Boyd, J. Gordon
Sheth, Prameet
Howes, Daniel
Wood, Michael
Maslove, David M.
author_facet Kroll, Ryan R.
McKenzie, Erica D.
Boyd, J. Gordon
Sheth, Prameet
Howes, Daniel
Wood, Michael
Maslove, David M.
author_sort Kroll, Ryan R.
collection PubMed
description BACKGROUND: Wearable devices generate signals detecting activity, sleep, and heart rate, all of which could enable detailed and near-continuous characterization of recovery following critical illness. METHODS: To determine the feasibility of using a wrist-worn personal fitness tracker among patients recovering from critical illness, we conducted a prospective observational study of a convenience sample of 50 stable ICU patients. We assessed device wearability, the extent of data capture, sensitivity and specificity for detecting heart rate excursions, and correlations with questionnaire-derived sleep quality measures. RESULTS: Wearable devices were worn over a 24-h period, with excellent capture of data. While specificity for the detection of tachycardia was high (98.8%), sensitivity was low to moderate (69.5%). There was a moderate correlation between wearable-derived sleep duration and questionnaire-derived sleep quality (r = 0.33, P = 0.03). Devices were well-tolerated and demonstrated no degradation in quality of data acquisition over time. CONCLUSIONS: We found that wearable devices could be worn by patients recovering from critical illness and could generate useful data for the majority of patients with little adverse effect. Further development and study are needed to better define and enhance the role of wearables in the monitoring of post-ICU recovery. TRIAL REGISTRATION: Clinicaltrials.gov, NCT02527408 ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40560-017-0261-9) contains supplementary material, which is available to authorized users.
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spelling pubmed-56989592017-12-01 Use of wearable devices for post-discharge monitoring of ICU patients: a feasibility study Kroll, Ryan R. McKenzie, Erica D. Boyd, J. Gordon Sheth, Prameet Howes, Daniel Wood, Michael Maslove, David M. J Intensive Care Research BACKGROUND: Wearable devices generate signals detecting activity, sleep, and heart rate, all of which could enable detailed and near-continuous characterization of recovery following critical illness. METHODS: To determine the feasibility of using a wrist-worn personal fitness tracker among patients recovering from critical illness, we conducted a prospective observational study of a convenience sample of 50 stable ICU patients. We assessed device wearability, the extent of data capture, sensitivity and specificity for detecting heart rate excursions, and correlations with questionnaire-derived sleep quality measures. RESULTS: Wearable devices were worn over a 24-h period, with excellent capture of data. While specificity for the detection of tachycardia was high (98.8%), sensitivity was low to moderate (69.5%). There was a moderate correlation between wearable-derived sleep duration and questionnaire-derived sleep quality (r = 0.33, P = 0.03). Devices were well-tolerated and demonstrated no degradation in quality of data acquisition over time. CONCLUSIONS: We found that wearable devices could be worn by patients recovering from critical illness and could generate useful data for the majority of patients with little adverse effect. Further development and study are needed to better define and enhance the role of wearables in the monitoring of post-ICU recovery. TRIAL REGISTRATION: Clinicaltrials.gov, NCT02527408 ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40560-017-0261-9) contains supplementary material, which is available to authorized users. BioMed Central 2017-11-21 /pmc/articles/PMC5698959/ /pubmed/29201377 http://dx.doi.org/10.1186/s40560-017-0261-9 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Kroll, Ryan R.
McKenzie, Erica D.
Boyd, J. Gordon
Sheth, Prameet
Howes, Daniel
Wood, Michael
Maslove, David M.
Use of wearable devices for post-discharge monitoring of ICU patients: a feasibility study
title Use of wearable devices for post-discharge monitoring of ICU patients: a feasibility study
title_full Use of wearable devices for post-discharge monitoring of ICU patients: a feasibility study
title_fullStr Use of wearable devices for post-discharge monitoring of ICU patients: a feasibility study
title_full_unstemmed Use of wearable devices for post-discharge monitoring of ICU patients: a feasibility study
title_short Use of wearable devices for post-discharge monitoring of ICU patients: a feasibility study
title_sort use of wearable devices for post-discharge monitoring of icu patients: a feasibility study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5698959/
https://www.ncbi.nlm.nih.gov/pubmed/29201377
http://dx.doi.org/10.1186/s40560-017-0261-9
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