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Paper Abstract and Keywords
Presentation 2023-03-14 15:50
Study on the relationship between features of carotid artery blood flow velocity waveforms and arteriosclerosis using autoencoder
Yuki Matsugi, Masatake Akutagawa, Takahiro Emoto, Kazuyoshi Kitaoka (Tokushima Univ.), Hiroyuki Tanaka (Naruto Univ.), Hirotsugu Yamada, Yohsuke Kinouchi (Tokushima Univ.) MBE2022-65
Abstract (in Japanese) (See Japanese page) 
(in English) Previous research has revealed that differences in blood flow velocity waveforms appear due to exercise effects and aging, but the relationship between arteriosclerosis and blood flow velocity waveforms (BFVW) has not been fully elucidated. In this study, we used an autoencoder to compare the BFVW of the common carotid artery in arteriosclerosis patients and healthy subjects for the purpose of evaluating the progression of arteriosclerosis. This result suggests that the feature values obtained by the autoencoder may serve as indicators for evaluating the progression of arteriosclerosis.
Keyword (in Japanese) (See Japanese page) 
(in English) blood flow velocity / carotid artery / arteriosclerosis / autoencoder / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 424, MBE2022-65, pp. 33-37, March 2023.
Paper # MBE2022-65 
Date of Issue 2023-03-06 (MBE) 
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 MBE2022-65

Conference Information
Committee NC MBE  
Conference Date 2023-03-13 - 2023-03-15 
Place (in Japanese) (See Japanese page) 
Place (in English) The Univ. of Electro-Communications 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Brain architecture, General 
Paper Information
Registration To MBE 
Conference Code 2023-03-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Study on the relationship between features of carotid artery blood flow velocity waveforms and arteriosclerosis using autoencoder 
Sub Title (in English)  
Keyword(1) blood flow velocity  
Keyword(2) carotid artery  
Keyword(3) arteriosclerosis  
Keyword(4) autoencoder  
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1st Author's Name Yuki Matsugi  
1st Author's Affiliation Tokushima University (Tokushima Univ.)
2nd Author's Name Masatake Akutagawa  
2nd Author's Affiliation Tokushima University (Tokushima Univ.)
3rd Author's Name Takahiro Emoto  
3rd Author's Affiliation Tokushima University (Tokushima Univ.)
4th Author's Name Kazuyoshi Kitaoka  
4th Author's Affiliation Tokushima University (Tokushima Univ.)
5th Author's Name Hiroyuki Tanaka  
5th Author's Affiliation Naruto University of Education (Naruto Univ.)
6th Author's Name Hirotsugu Yamada  
6th Author's Affiliation Tokushima University (Tokushima Univ.)
7th Author's Name Yohsuke Kinouchi  
7th Author's Affiliation Tokushima University (Tokushima Univ.)
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Speaker Author-1 
Date Time 2023-03-14 15:50:00 
Presentation Time 25 minutes 
Registration for MBE 
Paper # MBE2022-65 
Volume (vol) vol.122 
Number (no) no.424 
Page pp.33-37 
#Pages 5 
Date of Issue 2023-03-06 (MBE) 

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