| 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 | 2010-03-10 11:30 Applications of Neural Networks into Judgement from X-ray Images of Chest Takahiro Sasaki (Tottori Univ/Sharp Corp.), Kentaro Kinoshita, Satoru Kishida (Tottori Univ), Yoshiharu Hirata, Seigo Yamada (Tottori Univ Hospital)  NC2009-134 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We constructed the system including neural networks for medical diagnosis support and investigated the performance of the systems. We used one-dimensional straight lines from two-dimensional images from X-ray of chest as input patterns for the neural networks, and also used FFT (Fast Fourier Transform) as a pre-processing of the input patterns. From the results, we found that the networks converged for learning patterns, and that the combination of FFT and the one-dimensional sampling was useful for the classification of X-ray images of chest. The networks with less learning iterations for convergence did not miss for any abnormal patterns in the test patterns. Thus, we suggest a possibility of useful medical diagnosis support system using the neural networks. |
|
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Neural network / Pre-processing / FFT(Fast Fourier Transform) / X-ray image of chest / Medical diagnosis support / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 461, NC2009-134, pp. 273-278, March 2010. | |
| Paper # | NC2009-134 | |
| Date of Issue | 2010-03-02 (NC) | |
| 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 | NC2009-134 |
|
| Conference Information | |
| Committee | NC MBE |
| Conference Date | 2010-03-09 - 2010-03-11 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tamagawa University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2010-03-NC-MBE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Applications of Neural Networks into Judgement from X-ray Images of Chest |
| Sub Title (in English) | |
| Keyword(1) | Neural network |
| Keyword(2) | Pre-processing |
| Keyword(3) | FFT(Fast Fourier Transform) |
| Keyword(4) | X-ray image of chest |
| Keyword(5) | Medical diagnosis support |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Takahiro Sasaki |
| 1st Author's Affiliation | Tottori University/Sharp Corporation (Tottori Univ/Sharp Corp.) |
| 2nd Author's Name | Kentaro Kinoshita |
| 2nd Author's Affiliation | Tottori University (Tottori Univ) |
| 3rd Author's Name | Satoru Kishida |
| 3rd Author's Affiliation | Tottori University (Tottori Univ) |
| 4th Author's Name | Yoshiharu Hirata |
| 4th Author's Affiliation | Tottori University Hospital (Tottori Univ Hospital) |
| 5th Author's Name | Seigo Yamada |
| 5th Author's Affiliation | Tottori University Hospital (Tottori Univ Hospital) |
| 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 | () |
| Speaker | Author-1 |
| Date Time | 2010-03-10 11:30:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2009-134 |
| Volume (vol) | vol.109 |
| Number (no) | no.461 |
| Page | pp.273-278 |
| #Pages | 6 |
| Date of Issue | 2010-03-02 (NC) |
[Return to Top Page]