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Paper Abstract and Keywords
Presentation 2016-03-25 09:45
A preliminary study on interactive segmentation of pancreases from abdominal CT by use of Graph Cut with Homography transformed probabilistic atlases
Takenobu Suzuki, Hotaka Takizawa, Hiroyuki Kudou, Toshiyuki Okada (Univ. Tsukuba) BioX2015-58 PRMU2015-181
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes a method of interactive segmentation of pancreases from abdominal CT images based on the anatomical knowledge of medical doctors as well as the statistical information of pancreases. This method is composed of two phases: training and testing. In the training phase, pancreas regions are manually extracted from sample CT images, and then a probabilistic atlas of pancreases is constructed. In the testing phase, a medical doctor selects seed voxels for a pancreas and background in a test image. The probabilistic atlas is transformed by using a Homography matrix so that the transformed atlas and the seeds are fitted as much as possible. The graph cut technique whose data term is weighted by the probabilistic atlas is applied to the test image. This doctor-in-the-loop segmentation method is applied to actual abdominal CT images, and experimental results are shown.
Keyword (in Japanese) (See Japanese page) 
(in English) abdominal CT image / pancreas / interactive organ segmentation / probabilistic atlas / graph cut / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 517, PRMU2015-181, pp. 93-97, March 2016.
Paper # PRMU2015-181 
Date of Issue 2016-03-17 (BioX, PRMU) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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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)
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Conference Information
Committee PRMU BioX  
Conference Date 2016-03-24 - 2016-03-25 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2016-03-PRMU-BioX 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A preliminary study on interactive segmentation of pancreases from abdominal CT by use of Graph Cut with Homography transformed probabilistic atlases 
Sub Title (in English)  
Keyword(1) abdominal CT image  
Keyword(2) pancreas  
Keyword(3) interactive organ segmentation  
Keyword(4) probabilistic atlas  
Keyword(5) graph cut  
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1st Author's Name Takenobu Suzuki  
1st Author's Affiliation University of Tsukuba (Univ. Tsukuba)
2nd Author's Name Hotaka Takizawa  
2nd Author's Affiliation University of Tsukuba (Univ. Tsukuba)
3rd Author's Name Hiroyuki Kudou  
3rd Author's Affiliation University of Tsukuba (Univ. Tsukuba)
4th Author's Name Toshiyuki Okada  
4th Author's Affiliation University of Tsukuba (Univ. Tsukuba)
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Speaker
Date Time 2016-03-25 09:45:00 
Presentation Time 30 
Registration for PRMU 
Paper # IEICE-BioX2015-58,IEICE-PRMU2015-181 
Volume (vol) IEICE-115 
Number (no) no.516(BioX), no.517(PRMU) 
Page pp.93-97 
#Pages IEICE-5 
Date of Issue IEICE-BioX-2016-03-17,IEICE-PRMU-2016-03-17 


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