Communications at congresses:
Designing and Testing HealthTracker for Activity Recognition and Energy Expenditure Estimation within the DAPHNE Platform
Designing and Testing HealthTracker for Activity Recognition and Energy Expenditure Estimation within the DAPHNE Platform
Year:2016
Research Areas
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Engineering
Information
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Abstract
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| This paper describes the design and evaluation of a mobile software library, HealthTracker, which aims to produce activity and energy expenditure estimations in real-time from accelerometer and gyroscope data provided by wearable sensors. Using feature extraction together with a classifier trained using machine learning, the system will automatically and periodically send all the produced estimations to a cloud-based platform that will allow later evaluation by both the user and a physician or caretaker. The system is presented within the DAPHNE platform, an ICT ecosystem designed to provide a means for remote health and lifestyle monitoring and guidance between physicians and their patients. | |
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International
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Congress
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International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare |
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960 |
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Place
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Reviewers
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ISBN/ISSN
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1877-0509 |
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Start Date
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19/09/2016 |
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End Date
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22/09/2016 |
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From page
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348 |
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To page
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355 |
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International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare ICTH2016 |
Participants
- Autor: Gonzalo Bailador Pozo (UPM)
- Autor: Javier Andrés Calvo (UPM)
- Autor: Catherine Gibbons (University of Leeds,)
- Autor: Alberto Olmo (Treelogic SL,)
Research Group, Departaments and Institutes related
- Creador: Centro o Instituto I+D+i: Centro de Domótica Integral, CEDINT
S2i 2021 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)