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Beyond HRV: Analysis of ECG Signals Using Attractor Reconstruction

Lyle, Jane, Charlton, Peter H., Bonet Luz, Esther, Chaffey, Gary, Christie, Mark, Nandi, Manasi and Aston, Philip (2017) Beyond HRV: Analysis of ECG Signals Using Attractor Reconstruction In: Computing in Cardiology 2017, 24-27 Sep 2017, Rennes, France.

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Abstract

Attractor reconstruction analysis has previously been applied to analyse arterial blood pressure and photoplethysmogram signals. This study extends this novel technique to ECG signals. We show that the method gives high accuracy in identifying gender from ECG signals, performing significantly better than the same classification by interval measures.

Item Type: Conference or Workshop Item (Conference Paper)
Divisions : Faculty of Engineering and Physical Sciences > Mathematics
Authors :
NameEmailORCID
Lyle, Janej.lyle@surrey.ac.uk
Charlton, Peter H.
Bonet Luz, Estheresther.bonetluz@surrey.ac.uk
Chaffey, Garygary.chaffey@surrey.ac.uk
Christie, Mark
Nandi, Manasi
Aston, PhilipP.Aston@surrey.ac.uk
Editors :
NameEmailORCID
Pickett, Christine
Corsi, Cristiana
Laguna, Pablo
MacLeod, Rob
Date : 27 September 2017
Funders : Engineering and Physical Sciences Research Council (EPSRC)
Identification Number : 10.22489/CinC.2017.091-096
Copyright Disclaimer : Articles in this volume are copyright (C) 2017 by their respective authors, and are licensed by their authors under the Creative Commons Attribution License 2.5 (CCAL). For the full text of the CCAL, please visit: http://creativecommons.org/licenses/by/2.5/
Related URLs :
Additional Information : IEEE Catalog Number – CFP17CAR-ART (online)
Depositing User : Clive Harris
Date Deposited : 07 Mar 2018 09:00
Last Modified : 07 Mar 2018 09:10
URI: http://epubs.surrey.ac.uk/id/eprint/845958

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