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| Presentation | 2010-05-13 10:30 Automatic liver tumor detection using EM/MPM algorithm and shape information Yu Masuda (Ritsumeikan Univ.), Amir Hossein Foruzan (Tehran Univ.), Tomoko Tateyama, Yen-Wei Chen (Ritsumeikan Univ.)  IE2010-17 PRMU2010-5 MI2010-5 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, we propose a new method to detect liver tumor automatically in CT images. Although previous work used EM algorithm, the algorithm couldn’t detect tumor which is brighter than usual tumor intensity. So in this research, we used EM/MPM algorithm which consider not only the pixel intensity but also neighboring pixel label and can detect tumors more accurately. And another thing, we considered the tumor shape information and we can decrease the number of false positive drastically. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Liver / CT image / Tumor / EM/MPM algorithm / shape information / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 110, no. 28, MI2010-5, pp. 25-30, May 2010. | |
| Paper # | MI2010-5 | |
| Date of Issue | 2010-05-06 (IE, PRMU, 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 | IE2010-17 PRMU2010-5 MI2010-5 |
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| Conference Information | |
| Committee | PRMU IE MI |
| Conference Date | 2010-05-13 - 2010-05-14 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Chubu Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | MI |
| Conference Code | 2010-05-PRMU-IE-MI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic liver tumor detection using EM/MPM algorithm and shape information |
| Sub Title (in English) | |
| Keyword(1) | Liver |
| Keyword(2) | CT image |
| Keyword(3) | Tumor |
| Keyword(4) | EM/MPM algorithm |
| Keyword(5) | shape information |
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| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yu Masuda |
| 1st Author's Affiliation | Ritsumeikan University (Ritsumeikan Univ.) |
| 2nd Author's Name | Amir Hossein Foruzan |
| 2nd Author's Affiliation | Tehran University (Tehran Univ.) |
| 3rd Author's Name | Tomoko Tateyama |
| 3rd Author's Affiliation | Ritsumeikan University (Ritsumeikan Univ.) |
| 4th Author's Name | Yen-Wei Chen |
| 4th Author's Affiliation | Ritsumeikan University (Ritsumeikan Univ.) |
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| Speaker | Author-1 |
| Date Time | 2010-05-13 10:30:00 |
| Presentation Time | 30 minutes |
| Registration for | MI |
| Paper # | IE2010-17, PRMU2010-5, MI2010-5 |
| Volume (vol) | vol.110 |
| Number (no) | no.26(IE), no.27(PRMU), no.28(MI) |
| Page | pp.25-30 |
| #Pages | 6 |
| Date of Issue | 2010-05-06 (IE, PRMU, MI) |
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