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Authors: Ana Cristina Marcén 1 ; Jesús Carro 2 and Violeta Monasterio 1

Affiliations: 1 Universidad San Jorge, Spain ; 2 Universidad San Jorge, University of Zaragoza, CIBER in Bioengineering and Biomaterials and Nanomedicine (CIBER-BBN), Spain

ISBN: 978-989-758-195-3

Keyword(s): Wearable Computers, Pervasive Health, Support Vector Machines, Nocturnal Agitation, Accelerometry.

Related Ontology Subjects/Areas/Topics: Mobile and Pervasive Computing ; Mobile Software and Services ; Pervasive Health ; Telecommunications ; Wearable Computers ; Wireless Information Networks and Systems

Abstract: Nocturnal agitation is one of the symptoms exhibited by dementia patients. Diagnosing and monitoring the evolution of agitation is difficult because patient monitoring requires a doctor, nurse or caregiver observing patients for extended periods of time. In this work, we propose to use an automatic monitoring system based on wearable technology that complements the caregiver’s work. The proposed system uses a wrist wearable device to record agitation data, which are subsequently classified through machine learning techniques as quantifiable indexes of nocturnal agitation. Preliminary tests performed with volunteers showed that the classification of recorded movements between nocturnal agitation or quiet periods was successful in 78.86% of the cases. This proof of concept demonstrates the feasibility of using wearable technology to monitor nocturnal agitation.

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Paper citation in several formats:
Marcén A., Carro J. and Monasterio V. (2016). Wearable Monitoring for the Detection of Nocturnal Agitation in Dementia.In Proceedings of the 6th International Joint Conference on Pervasive and Embedded Computing and Communication Systems - Volume 1: PEC, (PECCS 2016) ISBN 978-989-758-195-3, pages 63-69. DOI: 10.5220/0005938500630069

@conference{pec16,
author={Ana Cristina Marcén and Jesús Carro and Violeta Monasterio},
title={Wearable Monitoring for the Detection of Nocturnal Agitation in Dementia},
booktitle={Proceedings of the 6th International Joint Conference on Pervasive and Embedded Computing and Communication Systems - Volume 1: PEC, (PECCS 2016)},
year={2016},
pages={63-69},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005938500630069},
isbn={978-989-758-195-3},
}

TY - CONF

JO - Proceedings of the 6th International Joint Conference on Pervasive and Embedded Computing and Communication Systems - Volume 1: PEC, (PECCS 2016)
TI - Wearable Monitoring for the Detection of Nocturnal Agitation in Dementia
SN - 978-989-758-195-3
AU - Marcén A.
AU - Carro J.
AU - Monasterio V.
PY - 2016
SP - 63
EP - 69
DO - 10.5220/0005938500630069

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