Paper Abstract and Keywords |
Presentation |
2021-03-01 11:35
Examination of voice input and treatment detection by video analysis for endoscopic findings creation support Chihiro Takigami, Mai Fujie (Chiba Univ.), Yuichiro Yoshimura (Toyama Univ.), Toshiya Nakaguchi (Chiba Univ.) IMQ2020-12 IE2020-52 MVE2020-44 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Currently, endoscopy findings are mainly recorded by manual entry after the examination, which is burdensome due to the dependence on the physician's memory and the time required after the examination. We aim to develop a system that combines voice input and video analysis of examination findings to streamline the creation of findings and prevent omissions. For achieve smooth recognition and highly accurate item selection, we examined the recognition of input items by replacing them with short words and determined the optimal recognition words. In the video analysis, we detected the use of dyes and narrow-band light and biopsies by machine learning, suggesting the possibility of automatic recording of procedures. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Voice recognition / Endoscopic video analysis / Machine learning / Support Vector Machine / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 389, IMQ2020-12, pp. 13-16, March 2021. |
Paper # |
IMQ2020-12 |
Date of Issue |
2021-02-22 (IMQ, IE, MVE) |
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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IMQ2020-12 IE2020-52 MVE2020-44 |
Conference Information |
Committee |
MVE IMQ IE CQ |
Conference Date |
2021-03-01 - 2021-03-03 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
IMQ |
Conference Code |
2021-03-MVE-IMQ-IE-CQ |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Examination of voice input and treatment detection by video analysis for endoscopic findings creation support |
Sub Title (in English) |
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Keyword(1) |
Voice recognition |
Keyword(2) |
Endoscopic video analysis |
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Machine learning |
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Support Vector Machine |
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1st Author's Name |
Chihiro Takigami |
1st Author's Affiliation |
Chiba University (Chiba Univ.) |
2nd Author's Name |
Mai Fujie |
2nd Author's Affiliation |
Chiba University of Clinical Engineering Center, Faculty of Medicine Hospital (Chiba Univ.) |
3rd Author's Name |
Yuichiro Yoshimura |
3rd Author's Affiliation |
Toyama University Hospital Medical AI Development Office (Toyama Univ.) |
4th Author's Name |
Toshiya Nakaguchi |
4th Author's Affiliation |
Chiba University Frontier Medical Engineering Center (Chiba Univ.) |
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Speaker |
Author-1 |
Date Time |
2021-03-01 11:35:00 |
Presentation Time |
25 minutes |
Registration for |
IMQ |
Paper # |
IMQ2020-12, IE2020-52, MVE2020-44 |
Volume (vol) |
vol.120 |
Number (no) |
no.389(IMQ), no.390(IE), no.391(MVE) |
Page |
pp.13-16 |
#Pages |
4 |
Date of Issue |
2021-02-22 (IMQ, IE, MVE) |
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