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Paper Abstract and Keywords
Presentation 2012-01-23 10:30
Medical image diagnosis of liver cancer by multi-layered GMDH-type neural network using artificial intelligence
Tadashi Kondo, Junji Ueno, Shoichiro Takao (Tokushima Univ.) KBSE2011-53
Abstract (in Japanese) (See Japanese page) 
(in English) A multi-layered Group Method of Data Handling (GMDH)-type neural network algorithm using artificial intelligence is proposed and is applied to medical image diagnosis of liver cancer that is called hepatocellular carcinoma (HCC). In this algorithm, the knowledge base for medical image diagnosis are used for organizing the neural network architecture for medical image diagnosis and the multi-layered GMDH-type neural network algorithm can identify the characteristics of the medical images accurately. The optimum neural network architecture fitting the complexity of the medical images is automatically organized so as to minimize the prediction error criterion defined as Prediction Sum of Squares (PSS) and it is shown that the multi-layered GMDH-type neural network can be easily applied to the medical image diagnosis because the optimum neural network architecture is automatically organized using artificial intelligence.
Keyword (in Japanese) (See Japanese page) 
(in English) GMDH / Neural network / Medical image diagnosis / / / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 396, KBSE2011-53, pp. 1-6, Jan. 2012.
Paper # KBSE2011-53 
Date of Issue 2012-01-16 (KBSE) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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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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Conference Information
Committee KBSE  
Conference Date 2012-01-23 - 2012-01-24 
Place (in Japanese) (See Japanese page) 
Place (in English) Kikai-Shinko-Kaikan Bldg. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General session 
Paper Information
Registration To KBSE 
Conference Code 2012-01-KBSE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Medical image diagnosis of liver cancer by multi-layered GMDH-type neural network using artificial intelligence 
Sub Title (in English)  
Keyword(1) GMDH  
Keyword(2) Neural network  
Keyword(3) Medical image diagnosis  
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1st Author's Name Tadashi Kondo  
1st Author's Affiliation The University of Tokushima (Tokushima Univ.)
2nd Author's Name Junji Ueno  
2nd Author's Affiliation The University of Tokushima (Tokushima Univ.)
3rd Author's Name Shoichiro Takao  
3rd Author's Affiliation The University of Tokushima (Tokushima Univ.)
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Speaker Author-1 
Date Time 2012-01-23 10:30:00 
Presentation Time 40 minutes 
Registration for KBSE 
Paper # KBSE2011-53 
Volume (vol) vol.111 
Number (no) no.396 
Page pp.1-6 
#Pages
Date of Issue 2012-01-16 (KBSE) 


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