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Paper Abstract and Keywords
Presentation 2011-01-20 09:25
Evaluation of Statistical Shape Model Based Classification Performance for Liver Disease of Cirrhosis
Shinya Kohara (Ritsumeikan Univ.), Amir Hossein Foruzan (Ritsumeikan Univ.//Univ. of Tehran), Tomoko Tateyama (Ritsumeikan Univ.), Akira Furukawa, Shuzo Kanasaki, Makoto Wakamiya, Kiyoshi Murata (Shiga Medical Univ.), Xiong Wei (Inst. for Infocomm Research), Yen-Wei Chen (Ritsumeikan Univ.) PRMU2010-154 MVE2010-79
Abstract (in Japanese) (See Japanese page) 
(in English) The statistical shape model has been focused by many researchers. This model can statistically express the anatomic structure of the organs which have great differences between individuals. In our earlier work we validated that it is feasible to diagnose liver cirrhosis by using the statistical shape model of the liver. However, the previous work constructed the statistical model without data normalization. In this research, we firstly normalize volume data and then construct the statistical model. The effectiveness of the constructed model is evaluated by the classification accuracy of normal and abnormal.
Keyword (in Japanese) (See Japanese page) 
(in English) Computational Anatomy / Statistical Shape Model / Liver / Computer-Aided Diagnosis / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 381, PRMU2010-154, pp. 27-32, Jan. 2011.
Paper # PRMU2010-154 
Date of Issue 2011-01-13 (PRMU, MVE) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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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 PRMU MVE IPSJ-CVIM  
Conference Date 2011-01-20 - 2011-01-21 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2011-01-PRMU-MVE-CVIM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluation of Statistical Shape Model Based Classification Performance for Liver Disease of Cirrhosis 
Sub Title (in English)  
Keyword(1) Computational Anatomy  
Keyword(2) Statistical Shape Model  
Keyword(3) Liver  
Keyword(4) Computer-Aided Diagnosis  
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1st Author's Name Shinya Kohara  
1st Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
2nd Author's Name Amir Hossein Foruzan  
2nd Author's Affiliation Ritsumeikan University/University of Tehran (Ritsumeikan Univ.//Univ. of Tehran)
3rd Author's Name Tomoko Tateyama  
3rd Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
4th Author's Name Akira Furukawa  
4th Author's Affiliation Shiga University of Medical Science (Shiga Medical Univ.)
5th Author's Name Shuzo Kanasaki  
5th Author's Affiliation Shiga University of Medical Science (Shiga Medical Univ.)
6th Author's Name Makoto Wakamiya  
6th Author's Affiliation Shiga University of Medical Science (Shiga Medical Univ.)
7th Author's Name Kiyoshi Murata  
7th Author's Affiliation Shiga University of Medical Science (Shiga Medical Univ.)
8th Author's Name Xiong Wei  
8th Author's Affiliation Institute for Infocomm Research (Inst. for Infocomm Research)
9th Author's Name Yen-Wei Chen  
9th Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
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Speaker Author-1 
Date Time 2011-01-20 09:25:00 
Presentation Time 25 minutes 
Registration for PRMU 
Paper # PRMU2010-154, MVE2010-79 
Volume (vol) vol.110 
Number (no) no.381(PRMU), no.382(MVE) 
Page pp.27-32 
#Pages
Date of Issue 2011-01-13 (PRMU, MVE) 


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