Robust genetic programming-based detection of atrial fibrillation using RR intervals

In this study, two variants of genetic programming, namely linear genetic programming (LGP) and multi‐expression programming (MEP) are utilized to detect atrial fibrillation (AF) episodes. LGP‐ and MEP‐based models are derived to classify samples of AF and Normal episodes based on the analysis of RR...

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Bibliographic Details

Published in:	Expert systems Vol. 29; no. 2; pp. 183 - 199
Main Authors:	Yaghouby, Farid, Ayatollahi, Ahmad, Bahramali, Reihaneh, Yaghouby, Maryam
Format:	Journal Article
Language:	English
Published:	Oxford Blackwell Publishing Ltd 01.05.2012
Subjects:	arrhythmia detection atrial fibrillation Cardiac arrhythmia Cardiovascular disease Expert systems forward floating selection Heart rate heart rate variability signal linear genetic programming Linear programming multi-expression programming Studies
ISSN:	0266-4720, 1468-0394
Online Access:	Get full text
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