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A Smartwatch-Based Framework for Real-Time and Online Assessment and Mobility Monitoring

Pervasive computing is changing the monitoring landscape for patients to communicate their healthcare information in real-time to clinicians and researchers. We developed a framework based on a smartwatch application allowing researchers to execute a study that is customized to their needs. The appl...

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Autores principales: Karnati, Yashaswi, Reddy, Rohith Reddy Kessi, Thakkar, Aseem, McConnell, Matthew, Mendoza, Tonatiuh, Mardini, Mamoun, Manini, Todd, Ranka, Sanjay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7743804/
http://dx.doi.org/10.1093/geroni/igaa057.2895
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author Karnati, Yashaswi
Reddy, Rohith Reddy Kessi
Thakkar, Aseem
McConnell, Matthew
Mendoza, Tonatiuh
Mardini, Mamoun
Manini, Todd
Ranka, Sanjay
author_facet Karnati, Yashaswi
Reddy, Rohith Reddy Kessi
Thakkar, Aseem
McConnell, Matthew
Mendoza, Tonatiuh
Mardini, Mamoun
Manini, Todd
Ranka, Sanjay
author_sort Karnati, Yashaswi
collection PubMed
description Pervasive computing is changing the monitoring landscape for patients to communicate their healthcare information in real-time to clinicians and researchers. We developed a framework based on a smartwatch application allowing researchers to execute a study that is customized to their needs. The application is configured to collect patient generated data in remote settings from both sensor-based (location and movement) and user-reported health factors through the visual display. For example, data are used to investigate concurrent symptoms and mobility patterns in free-living conditions. To support the collection and analysis of this data in a robust and scalable fashion, we have developed an event driven, serverless computing platform using Amazon cloud services. This system also allows multiple campaigns to run concurrently each under the auspices of a different researcher. The framework is ideal for harnessing and scaling the utilization of smart wearable devices in research and clinical settings.
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spelling pubmed-77438042020-12-21 A Smartwatch-Based Framework for Real-Time and Online Assessment and Mobility Monitoring Karnati, Yashaswi Reddy, Rohith Reddy Kessi Thakkar, Aseem McConnell, Matthew Mendoza, Tonatiuh Mardini, Mamoun Manini, Todd Ranka, Sanjay Innov Aging Abstracts Pervasive computing is changing the monitoring landscape for patients to communicate their healthcare information in real-time to clinicians and researchers. We developed a framework based on a smartwatch application allowing researchers to execute a study that is customized to their needs. The application is configured to collect patient generated data in remote settings from both sensor-based (location and movement) and user-reported health factors through the visual display. For example, data are used to investigate concurrent symptoms and mobility patterns in free-living conditions. To support the collection and analysis of this data in a robust and scalable fashion, we have developed an event driven, serverless computing platform using Amazon cloud services. This system also allows multiple campaigns to run concurrently each under the auspices of a different researcher. The framework is ideal for harnessing and scaling the utilization of smart wearable devices in research and clinical settings. Oxford University Press 2020-12-16 /pmc/articles/PMC7743804/ http://dx.doi.org/10.1093/geroni/igaa057.2895 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of The Gerontological Society of America. 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstracts
Karnati, Yashaswi
Reddy, Rohith Reddy Kessi
Thakkar, Aseem
McConnell, Matthew
Mendoza, Tonatiuh
Mardini, Mamoun
Manini, Todd
Ranka, Sanjay
A Smartwatch-Based Framework for Real-Time and Online Assessment and Mobility Monitoring
title A Smartwatch-Based Framework for Real-Time and Online Assessment and Mobility Monitoring
title_full A Smartwatch-Based Framework for Real-Time and Online Assessment and Mobility Monitoring
title_fullStr A Smartwatch-Based Framework for Real-Time and Online Assessment and Mobility Monitoring
title_full_unstemmed A Smartwatch-Based Framework for Real-Time and Online Assessment and Mobility Monitoring
title_short A Smartwatch-Based Framework for Real-Time and Online Assessment and Mobility Monitoring
title_sort smartwatch-based framework for real-time and online assessment and mobility monitoring
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7743804/
http://dx.doi.org/10.1093/geroni/igaa057.2895
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