Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
IEICE Technical Committee Submission System
Conference Paper's Information		 Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2012-09-02 11:00
Medical image diagnosis of liver cancer by revised GMDH-type neural network self-organizing neural network architectures using heuristic self-organization
Tadashi Kondo, Junji Ueno, Shoichiro Takao (Tokushima Univ.) PRMU2012-32 IBISML2012-15
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, a feedback Group Method of Data Handling (GMDH)-type neural network self-organizing neural network architecture using heuristic self-organization is proposed. Feedback GMDH-type neural network algorithm has an ability of self-selecting optimum neuron architecture from three neuron architectures such as sigmoid function neuron, radial basis function (RBF) neuron and polynomial neuron. Feedback GMDH-type neural network also have abilities of self-selecting the number of feedback loop calculations, the number of neurons in hidden layers and useful input variables. This algorithm is applied to medical image diagnosis of liver cancer. First, normal regions of liver are recognized and extracted using the feedback GMDH-type neural network and the regions of liver are extracted after the post-processing analysis for output image. Then, a new another GMDH-type neural network is organized using the extracted liver image and the candidate image regions of liver cancer are extracted.
Keyword (in Japanese) (See Japanese page) 
(in English) GMDH / Medical image diagnosis / Neural Network / / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 197, PRMU2012-32, pp. 17-22, Sept. 2012.
Paper # PRMU2012-32 
Date of Issue 2012-08-26 (PRMU, IBISML) 
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 PRMU2012-32 IBISML2012-15

Conference Information
Committee PRMU IBISML IPSJ-CVIM  
Conference Date 2012-09-02 - 2012-09-03 
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 2012-09-PRMU-IBISML-CVIM 
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 revised GMDH-type neural network self-organizing neural network architectures using heuristic self-organization 
Sub Title (in English)  
Keyword(1) GMDH  
Keyword(2) Medical image diagnosis  
Keyword(3) Neural Network  
Keyword(4)  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
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.)
4th Author's Name  
4th Author's Affiliation ()
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2012-09-02 11:00:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2012-32, IBISML2012-15 
Volume (vol) vol.112 
Number (no) no.197(PRMU), no.198(IBISML) 
Page pp.17-22 
#Pages 6 
Date of Issue 2012-08-26 (PRMU, IBISML) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan