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| Presentation | 2009-07-11 09:50 Feedback GMDH-type neural network algorithm for medical image analysis and its application to multi-slice CT image analysis of the heart Tadashi Kondo (Univ. of Tokushima.)  MBE2009-24 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | A feedback Group Method of Data Handling (GMDH)-type neural network algorithm for medical image analysis is proposed and is applied to multi-slice CT image analysis of the heart. The revised GMDH-type neural network algorithm has a feedback loop and can identify the characteristics of the medical images accurately using feedback loop calculations. In this algorithm, the polynomial type and the radial basis function (RBF) type neurons are used for organizing the neural network architecture. 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). | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | GMDH / Neural network / Medical image recognition / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 123, MBE2009-24, pp. 27-32, July 2009. | |
| Paper # | MBE2009-24 | |
| Date of Issue | 2009-07-03 (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 | MBE2009-24 |
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| Conference Information | |
| Committee | MBE |
| Conference Date | 2009-07-10 - 2009-07-11 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | The University of Tokushima |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ME in general |
| Paper Information | |
| Registration To | MBE |
| Conference Code | 2009-07-MBE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Feedback GMDH-type neural network algorithm for medical image analysis and its application to multi-slice CT image analysis of the heart |
| Sub Title (in English) | |
| Keyword(1) | GMDH |
| Keyword(2) | Neural network |
| Keyword(3) | Medical image recognition |
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| 1st Author's Name | Tadashi Kondo |
| 1st Author's Affiliation | The University of Tokushima (Univ. of Tokushima.) |
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| Speaker | Author-1 |
| Date Time | 2009-07-11 09:50:00 |
| Presentation Time | 25 minutes |
| Registration for | MBE |
| Paper # | MBE2009-24 |
| Volume (vol) | vol.109 |
| Number (no) | no.123 |
| Page | pp.27-32 |
| #Pages | 6 |
| Date of Issue | 2009-07-03 (MBE) |
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