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Review of Wearable Devices and Data Collection Considerations for Connected Health

Wearable sensor technology has gradually extended its usability into a wide range of well-known applications. Wearable sensors can typically assess and quantify the wearer’s physiology and are commonly employed for human activity detection and quantified self-assessment. Wearable sensors are increas...

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Autores principales: Vijayan, Vini, Connolly, James P., Condell, Joan, McKelvey, Nigel, Gardiner, Philip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8402237/
https://www.ncbi.nlm.nih.gov/pubmed/34451032
http://dx.doi.org/10.3390/s21165589
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author Vijayan, Vini
Connolly, James P.
Condell, Joan
McKelvey, Nigel
Gardiner, Philip
author_facet Vijayan, Vini
Connolly, James P.
Condell, Joan
McKelvey, Nigel
Gardiner, Philip
author_sort Vijayan, Vini
collection PubMed
description Wearable sensor technology has gradually extended its usability into a wide range of well-known applications. Wearable sensors can typically assess and quantify the wearer’s physiology and are commonly employed for human activity detection and quantified self-assessment. Wearable sensors are increasingly utilised to monitor patient health, rapidly assist with disease diagnosis, and help predict and often improve patient outcomes. Clinicians use various self-report questionnaires and well-known tests to report patient symptoms and assess their functional ability. These assessments are time consuming and costly and depend on subjective patient recall. Moreover, measurements may not accurately demonstrate the patient’s functional ability whilst at home. Wearable sensors can be used to detect and quantify specific movements in different applications. The volume of data collected by wearable sensors during long-term assessment of ambulatory movement can become immense in tuple size. This paper discusses current techniques used to track and record various human body movements, as well as techniques used to measure activity and sleep from long-term data collected by wearable technology devices.
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spelling pubmed-84022372021-08-29 Review of Wearable Devices and Data Collection Considerations for Connected Health Vijayan, Vini Connolly, James P. Condell, Joan McKelvey, Nigel Gardiner, Philip Sensors (Basel) Review Wearable sensor technology has gradually extended its usability into a wide range of well-known applications. Wearable sensors can typically assess and quantify the wearer’s physiology and are commonly employed for human activity detection and quantified self-assessment. Wearable sensors are increasingly utilised to monitor patient health, rapidly assist with disease diagnosis, and help predict and often improve patient outcomes. Clinicians use various self-report questionnaires and well-known tests to report patient symptoms and assess their functional ability. These assessments are time consuming and costly and depend on subjective patient recall. Moreover, measurements may not accurately demonstrate the patient’s functional ability whilst at home. Wearable sensors can be used to detect and quantify specific movements in different applications. The volume of data collected by wearable sensors during long-term assessment of ambulatory movement can become immense in tuple size. This paper discusses current techniques used to track and record various human body movements, as well as techniques used to measure activity and sleep from long-term data collected by wearable technology devices. MDPI 2021-08-19 /pmc/articles/PMC8402237/ /pubmed/34451032 http://dx.doi.org/10.3390/s21165589 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Vijayan, Vini
Connolly, James P.
Condell, Joan
McKelvey, Nigel
Gardiner, Philip
Review of Wearable Devices and Data Collection Considerations for Connected Health
title Review of Wearable Devices and Data Collection Considerations for Connected Health
title_full Review of Wearable Devices and Data Collection Considerations for Connected Health
title_fullStr Review of Wearable Devices and Data Collection Considerations for Connected Health
title_full_unstemmed Review of Wearable Devices and Data Collection Considerations for Connected Health
title_short Review of Wearable Devices and Data Collection Considerations for Connected Health
title_sort review of wearable devices and data collection considerations for connected health
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8402237/
https://www.ncbi.nlm.nih.gov/pubmed/34451032
http://dx.doi.org/10.3390/s21165589
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