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Authors: Pieter Joosen 1 ; Vasileios Exadaktylos 2 ; Joachim Taelman 3 ; Jean-Marie Aerts 2 and Daniël Berckmans 4

Affiliations: 1 KU Leuven and BioRICS NV, Belgium ; 2 KU Leuven, Belgium ; 3 BioRICS NV, Belgium ; 4 M3-BIORES: Measure and Model & Manage Bioresponses KU Leuven, Belgium

Keyword(s): Heart Rate, Artefact Detection, Artefact Removal, Pre-processing.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Cardiovascular Technologies ; Computing and Telecommunications in Cardiology ; Data Mining ; Databases and Information Systems Integration ; Enterprise Information Systems ; Health Engineering and Technology Applications ; Sensor Networks ; Signal Processing ; Soft Computing ; Telemedicine, Real-Time Cardiac Monitoring and Patient Management Systems

Abstract: Monitoring the training of athletes is essential for success in sports. Information that is derived from measured data during the training is only reliable if the quality of the data is high. Therefore artefact detection and removal are essential. In this paper typical artefacts in heart rate measurements during football field-trainings are described. An algorithm to automatically detect artefacts and an algorithm to pre-process them are also presented. The results show that with the proposed pre-processing method the percentage of artefacts can be significantly (p < 0.01) reduced from 9.0 to 4.4 %. This corresponds to a total period of 10 hours of unreliable data on a total of 126 hours that have been taken out. As a result, more high quality data is available for monitoring training. The developed methods are generic and can be used in many applications where accurate heart rate monitoring is crucial.

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Paper citation in several formats:
Joosen, P.; Exadaktylos, V.; Taelman, J.; Aerts, J. and Berckmans, D. (2013). Method for Artefact Detection and Removal in Heart Rate Signals Measured during Physical Exercise. In Proceedings of the International Congress on Cardiovascular Technologies - CARDIOTECHNIX; ISBN 978-989-8565-78-5, SciTePress, pages 57-61. DOI: 10.5220/0004636800570061

@conference{cardiotechnix13,
author={Pieter Joosen. and Vasileios Exadaktylos. and Joachim Taelman. and Jean{-}Marie Aerts. and Daniël Berckmans.},
title={Method for Artefact Detection and Removal in Heart Rate Signals Measured during Physical Exercise},
booktitle={Proceedings of the International Congress on Cardiovascular Technologies - CARDIOTECHNIX},
year={2013},
pages={57-61},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004636800570061},
isbn={978-989-8565-78-5},
}

TY - CONF

JO - Proceedings of the International Congress on Cardiovascular Technologies - CARDIOTECHNIX
TI - Method for Artefact Detection and Removal in Heart Rate Signals Measured during Physical Exercise
SN - 978-989-8565-78-5
AU - Joosen, P.
AU - Exadaktylos, V.
AU - Taelman, J.
AU - Aerts, J.
AU - Berckmans, D.
PY - 2013
SP - 57
EP - 61
DO - 10.5220/0004636800570061
PB - SciTePress

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