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Paper Abstract and Keywords
Presentation 2022-01-26 11:31
Investigation of post implementation training for medical image reading support systems
Chisako Muramatsu (Shiga Univ), Mizuho Nishio (Kobe Univ), Masahiro Yakami (Kyoto Univ), Takeshi Kubo (Tenri Hospital), Mikinao Ooiwa (Nagoya Medical Center), Hiroshi Fujita (Gifu Univ) MI2021-58
Abstract (in Japanese) (See Japanese page) 
(in English) It is desirable to have robust image interpretation support systems that can obtain the equivalent accuracy for images acquired with different imaging systems and at different facilities. However, these systems often do not adapt well to images with different characteristics, and it is expected that the performance will be improved by customization using local database. Also, systems that make effective use of the cases accumulated in daily practice are desired. In this study, we investigated and compared methods for continual learning after system implementation.
Keyword (in Japanese) (See Japanese page) 
(in English) continual learning / image interpretation support system / image classification / / / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 347, MI2021-58, pp. 55-58, Jan. 2022.
Paper # MI2021-58 
Date of Issue 2022-01-18 (MI) 
ISSN 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. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee MI  
Conference Date 2022-01-25 - 2022-01-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MI 
Conference Code 2022-01-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Investigation of post implementation training for medical image reading support systems 
Sub Title (in English)  
Keyword(1) continual learning  
Keyword(2) image interpretation support system  
Keyword(3) image classification  
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1st Author's Name Chisako Muramatsu  
1st Author's Affiliation Shiga University (Shiga Univ)
2nd Author's Name Mizuho Nishio  
2nd Author's Affiliation Kobe University (Kobe Univ)
3rd Author's Name Masahiro Yakami  
3rd Author's Affiliation Kyoto University (Kyoto Univ)
4th Author's Name Takeshi Kubo  
4th Author's Affiliation Tenri Hospital (Tenri Hospital)
5th Author's Name Mikinao Ooiwa  
5th Author's Affiliation Nagoya Medical Center (Nagoya Medical Center)
6th Author's Name Hiroshi Fujita  
6th Author's Affiliation Gifu University (Gifu Univ)
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Speaker Author-1 
Date Time 2022-01-26 11:31:00 
Presentation Time 13 minutes 
Registration for MI 
Paper # MI2021-58 
Volume (vol) vol.121 
Number (no) no.347 
Page pp.55-58 
#Pages
Date of Issue 2022-01-18 (MI) 


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