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Paper Abstract and Keywords
Presentation 2021-03-16 16:15
Pre-operative Head CT and Pathological Image Registration using Normalized Cross-Correlation and Dice coefficient
Yukinobu Matsuoka, Kento Morita (Mie Univ.), Daisuke Takeda, Takumi Hasegawa (Kobe Univ. Hospital), Tetsushi Wakabayashi (Mie Univ.) MI2020-81
Abstract (in Japanese) (See Japanese page) 
(in English) The radiation therapy to oral cancer sometimes causes the osteoradionecrosis of jaws which is know as a refractory disease. In recent advances, the excision of necrotic bone by surgical operation is being considered as a effective treatment. The necrotic area is not easily distinguished in pre-operative images including 3D-CT and 3D-MRI. Therefore, in our study, we construct a system to correctly estimate the necrotic area in pre-operative 3D-CT using machine learning. The system requires accurate annotation of necrotic area, therefore we employ the post-operative pathological image of excised bone which is used for definitive diagnosis. This paper proposes a method to register the pre-operative CT to the post-operative pathological images to clarify their spatial relationship. We proposed pre- and post-operative CT images registration and post-operative CT and pathological image registration. Experimental results showed that the proposed method achieved 0.798 of normalized cross correlation and 0.694 of dice coefficient.
Keyword (in Japanese) (See Japanese page) 
(in English) Osteoradionecrosis of jaws / CAD / CT image / Pathological image / Image registration / / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 431, MI2020-81, pp. 144-149, March 2021.
Paper # MI2020-81 
Date of Issue 2021-03-08 (MI) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
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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)
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Conference Information
Committee MI  
Conference Date 2021-03-15 - 2021-03-17 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Medical Imaging 
Paper Information
Registration To MI 
Conference Code 2021-03-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Pre-operative Head CT and Pathological Image Registration using Normalized Cross-Correlation and Dice coefficient 
Sub Title (in English)  
Keyword(1) Osteoradionecrosis of jaws  
Keyword(2) CAD  
Keyword(3) CT image  
Keyword(4) Pathological image  
Keyword(5) Image registration  
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Keyword(7)  
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1st Author's Name Yukinobu Matsuoka  
1st Author's Affiliation Mie University (Mie Univ.)
2nd Author's Name Kento Morita  
2nd Author's Affiliation Mie University (Mie Univ.)
3rd Author's Name Daisuke Takeda  
3rd Author's Affiliation Kobe University Hospital (Kobe Univ. Hospital)
4th Author's Name Takumi Hasegawa  
4th Author's Affiliation Kobe University Hospital (Kobe Univ. Hospital)
5th Author's Name Tetsushi Wakabayashi  
5th Author's Affiliation Mie University (Mie Univ.)
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Speaker
Date Time 2021-03-16 16:15:00 
Presentation Time 15 
Registration for MI 
Paper # IEICE-MI2020-81 
Volume (vol) IEICE-120 
Number (no) no.431 
Page pp.144-149 
#Pages IEICE-6 
Date of Issue IEICE-MI-2021-03-08 


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