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| Presentation | 2014-01-26 13:30 Automatic segmentation of multiple organ regions from 3D CT images using GrabCut and organ detection Takaaki Ito, Xiangrong Zhou, Takeshi Hara (Gifu Univ.), Huiyan Jiang (Northeastern Univ.), Ryujiro Yokoyama, Huayue Chen (Gifu Univ.), Masayuki Kanematsu (Gifu Univ Hospital), Hiroaki Hoshi, Hiroshi Fujita (Gifu Univ.)  MI2013-61 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Automatic segmentation of organs from CT images is one of very important issues in developing. GraphCut is useful for the automatic segmentation of organs.This method was detected organ position by the pattern matching ensemble learning, and extracted organ region by method based on the algorithm of GrabCut probabilistic atlas organs. In this paper, we detected 27 cases heart, 116 cases liver, 114 cases the spleen, 120 cases right kidney, 122 cases left kidney, confirmed the effectiveness of the proposed method obtained the matching degree of agreement about 0.8. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | CT Image / GrabCut / Liver / Spleen / Heart / Kidney / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 410, MI2013-61, pp. 31-36, Jan. 2014. | |
| Paper # | MI2013-61 | |
| Date of Issue | 2014-01-19 (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 | MI2013-61 |
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| Conference Information | |
| Committee | MI |
| Conference Date | 2014-01-26 - 2014-01-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Bunka Tenbusu Kan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Computer Assisted Diagnosis and Therapy Based on Computational Anatomy, etc. |
| Paper Information | |
| Registration To | MI |
| Conference Code | 2014-01-MI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic segmentation of multiple organ regions from 3D CT images using GrabCut and organ detection |
| Sub Title (in English) | |
| Keyword(1) | CT Image |
| Keyword(2) | GrabCut |
| Keyword(3) | Liver |
| Keyword(4) | Spleen |
| Keyword(5) | Heart |
| Keyword(6) | Kidney |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Takaaki Ito |
| 1st Author's Affiliation | Gifu University (Gifu Univ.) |
| 2nd Author's Name | Xiangrong Zhou |
| 2nd Author's Affiliation | Gifu University (Gifu Univ.) |
| 3rd Author's Name | Takeshi Hara |
| 3rd Author's Affiliation | Gifu University (Gifu Univ.) |
| 4th Author's Name | Huiyan Jiang |
| 4th Author's Affiliation | Northeastern University (Northeastern Univ.) |
| 5th Author's Name | Ryujiro Yokoyama |
| 5th Author's Affiliation | Gifu University (Gifu Univ.) |
| 6th Author's Name | Huayue Chen |
| 6th Author's Affiliation | Gifu University (Gifu Univ.) |
| 7th Author's Name | Masayuki Kanematsu |
| 7th Author's Affiliation | Gifu University Hospital (Gifu Univ Hospital) |
| 8th Author's Name | Hiroaki Hoshi |
| 8th Author's Affiliation | Gifu University (Gifu Univ.) |
| 9th Author's Name | Hiroshi Fujita |
| 9th Author's Affiliation | Gifu University (Gifu Univ.) |
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| Speaker | Author-1 |
| Date Time | 2014-01-26 13:30:00 |
| Presentation Time | 45 minutes |
| Registration for | MI |
| Paper # | MI2013-61 |
| Volume (vol) | vol.113 |
| Number (no) | no.410 |
| Page | pp.31-36 |
| #Pages | 6 |
| Date of Issue | 2014-01-19 (MI) |
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