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Paper Abstract and Keywords
Presentation 2021-07-02 11:05
Extract feature of electro-cardiogram
Naoya Tanaka, Akihiro Fujii (Hosei Univ.), Hiroyasu Shimizu NLC2021-1
Abstract (in Japanese) (See Japanese page) 
(in English) Hear diseases has risk of sudden death.The diagnosis of the diseases is usually performed by visual identification from the electrocardiogram data.In this study, we extract waveforms from electrocardiogram data, then the characteristic of the form is classified by machine learning scheme.Risk evaluation is done automatically based on this classifications.
We have proposed several machine learning algorithms in terms of risk assessments and compared them to find out optimal methodology for the data set.
Keyword (in Japanese) (See Japanese page) 
(in English) ECG / deep learnig / automated diagnosis / / / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 82, NLC2021-1, pp. 1-6, July 2021.
Paper # NLC2021-1 
Date of Issue 2021-06-25 (NLC) 
ISSN Online edition: ISSN 2432-6380
Copyright
and
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. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NLC2021-1

Conference Information
Committee NLC IPSJ-ICS  
Conference Date 2021-07-02 - 2021-07-02 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Application of natural language processing and intelligent systems, and general topic of NLP 
Paper Information
Registration To NLC 
Conference Code 2021-07-NLC-ICS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Extract feature of electro-cardiogram 
Sub Title (in English)  
Keyword(1) ECG  
Keyword(2) deep learnig  
Keyword(3) automated diagnosis  
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1st Author's Name Naoya Tanaka  
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2nd Author's Name Akihiro Fujii  
2nd Author's Affiliation Hosei University (Hosei Univ.)
3rd Author's Name Hiroyasu Shimizu  
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Speaker Author-1 
Date Time 2021-07-02 11:05:00 
Presentation Time 25 minutes 
Registration for NLC 
Paper # NLC2021-1 
Volume (vol) vol.121 
Number (no) no.82 
Page pp.1-6 
#Pages 6 
Date of Issue 2021-06-25 (NLC) 

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