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Paper Abstract and Keywords
Presentation 2010-05-13 10:30
Automatic liver tumor detection using EM/MPM algorithm and shape information
Yu Masuda (Ritsumeikan Univ.), Amir Hossein Foruzan (Tehran Univ.), Tomoko Tateyama, Yen-Wei Chen (Ritsumeikan Univ.) IE2010-17 PRMU2010-5 MI2010-5
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we propose a new method to detect liver tumor automatically in CT images. Although previous work used EM algorithm, the algorithm couldn’t detect tumor which is brighter than usual tumor intensity. So in this research, we used EM/MPM algorithm which consider not only the pixel intensity but also neighboring pixel label and can detect tumors more accurately. And another thing, we considered the tumor shape information and we can decrease the number of false positive drastically.
Keyword (in Japanese) (See Japanese page) 
(in English) Liver / CT image / Tumor / EM/MPM algorithm / shape information / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 28, MI2010-5, pp. 25-30, May 2010.
Paper # MI2010-5 
Date of Issue 2010-05-06 (IE, PRMU, 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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF IE2010-17 PRMU2010-5 MI2010-5

Conference Information
Committee PRMU IE MI  
Conference Date 2010-05-13 - 2010-05-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Chubu Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MI 
Conference Code 2010-05-PRMU-IE-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Automatic liver tumor detection using EM/MPM algorithm and shape information 
Sub Title (in English)  
Keyword(1) Liver  
Keyword(2) CT image  
Keyword(3) Tumor  
Keyword(4) EM/MPM algorithm  
Keyword(5) shape information  
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1st Author's Name Yu Masuda  
1st Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
2nd Author's Name Amir Hossein Foruzan  
2nd Author's Affiliation Tehran University (Tehran Univ.)
3rd Author's Name Tomoko Tateyama  
3rd Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
4th Author's Name Yen-Wei Chen  
4th Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
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Speaker
Date Time 2010-05-13 10:30:00 
Presentation Time 30 
Registration for MI 
Paper # IEICE-IE2010-17,IEICE-PRMU2010-5,IEICE-MI2010-5 
Volume (vol) IEICE-110 
Number (no) no.26(IE), no.27(PRMU), no.28(MI) 
Page pp.25-30 
#Pages IEICE-6 
Date of Issue IEICE-IE-2010-05-06,IEICE-PRMU-2010-05-06,IEICE-MI-2010-05-06 


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