Paper Abstract and Keywords |
Presentation |
2007-07-20 13:25
Three dimensional medical image recognition by revised GMDH-type neural network self-selecting optimum network architecture Tadashi Kondo (Tokushima Univ.) MBE2007-24 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this study, a revised Group Method of Data Handling (GMDH)-type neural network self-selecting optimum neural network architecture is proposed. Revised GMDH-type neural network algorithm has an ability of self-selecting optimum neural network architecture from three neural network architectures such as sigmoid function neural network, radial basis function (RBF) neural network and polynomial neural network. Revised GMDH-type neural network also have abilities of self-selecting the number of layers, the number of neurons in hidden layers and useful input variables. This algorithm is applied to medical image recognition and it is shown that this algorithm is useful for medical image recognition and is very easy to apply practical complex problem because optimum neural network architecture is automatically organized. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
GMDH / Medical image recognition / 3-dimensional medical image / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 107, no. 154, MBE2007-24, pp. 17-20, July 2007. |
Paper # |
MBE2007-24 |
Date of Issue |
2007-07-13 (MBE) |
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 |
MBE2007-24 |
Conference Information |
Committee |
MBE |
Conference Date |
2007-07-20 - 2007-07-21 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
MBE |
Conference Code |
2007-07-MBE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Three dimensional medical image recognition by revised GMDH-type neural network self-selecting optimum network architecture |
Sub Title (in English) |
|
Keyword(1) |
GMDH |
Keyword(2) |
Medical image recognition |
Keyword(3) |
3-dimensional medical image |
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 |
|
2nd Author's Affiliation |
() |
3rd Author's Name |
|
3rd Author's Affiliation |
() |
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 |
() |
Speaker |
Author-1 |
Date Time |
2007-07-20 13:25:00 |
Presentation Time |
25 minutes |
Registration for |
MBE |
Paper # |
MBE2007-24 |
Volume (vol) |
vol.107 |
Number (no) |
no.154 |
Page |
pp.17-20 |
#Pages |
4 |
Date of Issue |
2007-07-13 (MBE) |