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Paper Abstract and Keywords
Presentation 2013-01-25 13:10
Influence of rate constants as the prior to performance of denoising tissue time activity curves for PET kinetic analaysis
Takahiro Kozawa, Hidekata Hontani (NIT), Kazuya Sakaguchi (Kitasato Univ), Muneyuki Sakata (TMIG), Yuichi Kimura (NIRS) MI2012-117
Abstract (in Japanese) (See Japanese page) 
(in English) A Bayesian approach to de-noise tissue time activity curves (tTAC) is proposed. The proposed method estimate the posterior distribution of the tTAC. A set of noise-free tTAC is simulated based on a compartment model for obtaining the prior distribution of the tTAC, and is used for the computatation of the posterior distribution. We evaluated the performance of the given rate constant as a prior information introduced when obtaining the prior distribution of tTAC by using simulated and clinical PET data.
Keyword (in Japanese) (See Japanese page) 
(in English) PET / kinetic analysis / noise reduction / Bayes estimation / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 411, MI2012-117, pp. 287-292, Jan. 2013.
Paper # MI2012-117 
Date of Issue 2013-01-17 (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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF MI2012-117

Conference Information
Committee MI  
Conference Date 2013-01-24 - 2013-01-25 
Place (in Japanese) (See Japanese page) 
Place (in English) Bunka Tenbusu Kan 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Computational anatomy and its application to computer assisted diagnosis and therapy, etc 
Paper Information
Registration To MI 
Conference Code 2013-01-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Influence of rate constants as the prior to performance of denoising tissue time activity curves for PET kinetic analaysis 
Sub Title (in English)  
Keyword(1) PET  
Keyword(2) kinetic analysis  
Keyword(3) noise reduction  
Keyword(4) Bayes estimation  
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1st Author's Name Takahiro Kozawa  
1st Author's Affiliation Nagoya Institute of Technology (NIT)
2nd Author's Name Hidekata Hontani  
2nd Author's Affiliation Nagoya Institute of Technology (NIT)
3rd Author's Name Kazuya Sakaguchi  
3rd Author's Affiliation Kitasato University (Kitasato Univ)
4th Author's Name Muneyuki Sakata  
4th Author's Affiliation Tokyo Metropolitan Institute of Gerontology (TMIG)
5th Author's Name Yuichi Kimura  
5th Author's Affiliation National Institute of Radiological Sciences (NIRS)
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Speaker
Date Time 2013-01-25 13:10:00 
Presentation Time 20 
Registration for MI 
Paper # IEICE-MI2012-117 
Volume (vol) IEICE-112 
Number (no) no.411 
Page pp.287-292 
#Pages IEICE-6 
Date of Issue IEICE-MI-2013-01-17 


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