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Paper Abstract and Keywords
Presentation 2016-03-10 11:30
Arrhythmia Detection based on deformable model of ECG
Yuuka Hirao, Jaehoon Yu, Yoshinori Takeuchi, Masaharu Imai (Osaka Univ.) SIS2015-52
Abstract (in Japanese) (See Japanese page) 
(in English) In treatment for heart disease, it is important to detect arrhythmia in early stage. For this purpose,
it is necessary to record electrocardiogram(ECG) for a long time period. Analyzing this large amount of data is a
burden to medical staff. Therefore, automatic arrhythmia detection has been focused in recent years. In this paper,
we propose an arrhythmia detection algorithm based on deformable model of ECG. ECG is consisted of PQRST
waves, which represent an electric activity of a heart. Deformable model divides ECG into PQRST waves and
extracts shapes and intervals of each wave to detect arrhythmia. The proposed method use AdaBoost with decision
trees to detect both waves and arrhythmia. In the experiment, the proposed method achieved 85% recall and 87%
precision for arrhythmia detection.
Keyword (in Japanese) (See Japanese page) 
(in English) arrhythmia / electrocardiogram / deformable model / decision tree / AdaBoost / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 505, SIS2015-52, pp. 25-30, March 2016.
Paper # SIS2015-52 
Date of Issue 2016-03-03 (SIS) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
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reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee SIS  
Conference Date 2016-03-10 - 2016-03-11 
Place (in Japanese) (See Japanese page) 
Place (in English) Tokyo City Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Soft computing, etc. 
Paper Information
Registration To SIS 
Conference Code 2016-03-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Arrhythmia Detection based on deformable model of ECG 
Sub Title (in English)  
Keyword(1) arrhythmia  
Keyword(2) electrocardiogram  
Keyword(3) deformable model  
Keyword(4) decision tree  
Keyword(5) AdaBoost  
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1st Author's Name Yuuka Hirao  
1st Author's Affiliation Osaka University (Osaka Univ.)
2nd Author's Name Jaehoon Yu  
2nd Author's Affiliation Osaka University (Osaka Univ.)
3rd Author's Name Yoshinori Takeuchi  
3rd Author's Affiliation Osaka University (Osaka Univ.)
4th Author's Name Masaharu Imai  
4th Author's Affiliation Osaka University (Osaka Univ.)
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Speaker
Date Time 2016-03-10 11:30:00 
Presentation Time 20 
Registration for SIS 
Paper # IEICE-SIS2015-52 
Volume (vol) IEICE-115 
Number (no) no.505 
Page pp.25-30 
#Pages IEICE-6 
Date of Issue IEICE-SIS-2016-03-03 


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