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Paper Abstract and Keywords
Presentation 2016-01-19 16:53
Similar image search of breast masses by combination of mammograms and ultrasound images -- Study of psychophysical similarity measure based on multi-dimensional scaling --
Tetsuya Takahashi, Chisako Muramatsu, Yuya Hiramatsu (Gifu Univ.), Takako Morita (Nagoya Medical Center), Takeshi Hara (Gifu Univ.), Tokiko Endo (Higashi Nagoya National Hospital), Hiroshi Fujita (Gifu Univ.) MI2015-107
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, use of both mammograms and ultrasound images is recommended in breast cancer screening. Computer-aided diagnosis system with a similar image retrieval has been proposed to support physicians in differential diagnosis of benign and malignant lesions. In this study, we investigated the similar image searching method by combination of mammograms and ultrasound images. We propose the psychophysical similarity measure that was determined by applying the multi-dimensional scaling to subjective similarities obtained by radiologists. As a result, the average precision in retrieving relevant benign and malignant images was 0.87. The result indicates the potential usefulness of similar image retrieval for diagnosis of breast cancer.
Keyword (in Japanese) (See Japanese page) 
(in English) Computer-Aided Diagnosis / mammogram / ultrasound images / mass / similar image / Multi-dimensional Scaling / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 401, MI2015-107, pp. 161-164, Jan. 2016.
Paper # MI2015-107 
Date of Issue 2016-01-12 (MI) 
ISSN Print edition: ISSN 0913-5685    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 MI2015-107

Conference Information
Committee MI  
Conference Date 2016-01-19 - 2016-01-20 
Place (in Japanese) (See Japanese page) 
Place (in English) Bunka Tenbusu Kan 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General topics in medical imaging 
Paper Information
Registration To MI 
Conference Code 2016-01-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Similar image search of breast masses by combination of mammograms and ultrasound images 
Sub Title (in English) Study of psychophysical similarity measure based on multi-dimensional scaling 
Keyword(1) Computer-Aided Diagnosis  
Keyword(2) mammogram  
Keyword(3) ultrasound images  
Keyword(4) mass  
Keyword(5) similar image  
Keyword(6) Multi-dimensional Scaling  
Keyword(7)  
Keyword(8)  
1st Author's Name Tetsuya Takahashi  
1st Author's Affiliation Gifu University (Gifu Univ.)
2nd Author's Name Chisako Muramatsu  
2nd Author's Affiliation Gifu University (Gifu Univ.)
3rd Author's Name Yuya Hiramatsu  
3rd Author's Affiliation Gifu University (Gifu Univ.)
4th Author's Name Takako Morita  
4th Author's Affiliation National Hospital Organization, Nagoya Medical Center (Nagoya Medical Center)
5th Author's Name Takeshi Hara  
5th Author's Affiliation Gifu University (Gifu Univ.)
6th Author's Name Tokiko Endo  
6th Author's Affiliation National Hospital Organization, Higashi Nagoya National Hospital (Higashi Nagoya National Hospital)
7th Author's Name Hiroshi Fujita  
7th Author's Affiliation Gifu University (Gifu Univ.)
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Speaker Author-1 
Date Time 2016-01-19 16:53:00 
Presentation Time 12 minutes 
Registration for MI 
Paper # MI2015-107 
Volume (vol) vol.115 
Number (no) no.401 
Page pp.161-164 
#Pages 4 
Date of Issue 2016-01-12 (MI) 

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