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| Presentation | 2009-01-20 10:50 Plug-ins for PLUTO to identify inflammatory nodules in chest CT images Yasushi Hirano (Nagoya Univ.), Nobuhiko Seki, Kenji Eguchi (Teikyo Univ.)  MI2008-110 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, we introduce an implementation of plug-ins on PLUTO. These plug-ins discriminate inflammatory nodules from other types of nodules in chest CT images. PLUTO is a common platform for computer-aided-diagnosis systems on Microsoft Windows series and it is easy to add new functions as plug-ins. We coded two plug-ins; feature extraction plug-in and SVM learning/classifying plug-in. Using these plug-ins, it became easy to extract features to discriminate inflammatory nodules from other types of nodules and to change parameters for feature extraction and SVM learning/classifying with a GUI interface. The accuracy of the classifying result is 100% with 78 solid nodules which contains 43 inflammatory nodules and 35 other type of nodules. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Inflammatory tumor / Chest X-ray CT image / GUI / PLUTO Plug-in / SVM / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 108, no. 385, MI2008-110, pp. 235-240, Jan. 2009. | |
| Paper # | MI2008-110 | |
| Date of Issue | 2009-01-12 (MI) | |
| 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 | MI2008-110 |
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| Conference Information | |
| Committee | MI |
| Conference Date | 2009-01-19 - 2009-01-21 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | National Taiwan University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Medical Imaging |
| Paper Information | |
| Registration To | MI |
| Conference Code | 2009-01-MI |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Plug-ins for PLUTO to identify inflammatory nodules in chest CT images |
| Sub Title (in English) | |
| Keyword(1) | Inflammatory tumor |
| Keyword(2) | Chest X-ray CT image |
| Keyword(3) | GUI |
| Keyword(4) | PLUTO Plug-in |
| Keyword(5) | SVM |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yasushi Hirano |
| 1st Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 2nd Author's Name | Nobuhiko Seki |
| 2nd Author's Affiliation | Teikyo University (Teikyo Univ.) |
| 3rd Author's Name | Kenji Eguchi |
| 3rd Author's Affiliation | Teikyo University (Teikyo Univ.) |
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| Speaker | Author-1 |
| Date Time | 2009-01-20 10:50:00 |
| Presentation Time | 10 minutes |
| Registration for | MI |
| Paper # | MI2008-110 |
| Volume (vol) | vol.108 |
| Number (no) | no.385 |
| Page | pp.235-240 |
| #Pages | 6 |
| Date of Issue | 2009-01-12 (MI) |
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