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 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) |
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MI2021-58 |
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) |
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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) |
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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 |
4 |
Date of Issue |
2022-01-18 (MI) |
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