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Paper Abstract and Keywords
Presentation 2007-07-21 13:00
A Study of Diagonal Newton's Method for Optimizing EUD-Based IMRT Plans
Ken'ichi Fujimoto, Kenji Yamada, Tetsuya Yoshinaga (Tokushima Univ.) MBE2007-35
Abstract (in Japanese) (See Japanese page) 
(in English) The intensity modulated radiation therapy (IMRT) is an effective therapeutic technique for the treatment of tumors in the human body without inflicting serious damage for normal tissues. For designing desired IMRT plans, we consider an optimization problem of scalar nonlinear objective function based on the equivalent uniform dose (EUD). As an iteration method for optimizing the function, we employed diagonal Newton's method instead of standard Newton's method. By eliminating undiagonal elements of the Hesse matrix, it is expected that the computational cost can be cut drastically. In this report, we derive formulas to compute the diagonal elements by a computer program. We also discuss the computational time of the developed IMRT simulator with the formulas.
Keyword (in Japanese) (See Japanese page) 
(in English) IMRT plan / EUD / nonlinear objective function / optimization problem / diagonal Newton's method / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 154, MBE2007-35, pp. 59-62, July 2007.
Paper # MBE2007-35 
Date of Issue 2007-07-13 (MBE) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
and
reproduction
技術研究報告に掲載された論文の著作権はIEICEに帰属します.(許諾番号:10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF MBE2007-35

Conference Information
Committee MBE  
Conference Date 2007-07-20 - 2007-07-21 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To MBE 
Conference Code 2007-07-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study of Diagonal Newton's Method for Optimizing EUD-Based IMRT Plans 
Sub Title (in English)  
Keyword(1) IMRT plan  
Keyword(2) EUD  
Keyword(3) nonlinear objective function  
Keyword(4) optimization problem  
Keyword(5) diagonal Newton's method  
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1st Author's Name Ken'ichi Fujimoto  
1st Author's Affiliation The University of Tokushima (Tokushima Univ.)
2nd Author's Name Kenji Yamada  
2nd Author's Affiliation The University of Tokushima (Tokushima Univ.)
3rd Author's Name Tetsuya Yoshinaga  
3rd Author's Affiliation The University of Tokushima (Tokushima Univ.)
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Speaker
Date Time 2007-07-21 13:00:00 
Presentation Time 25 
Registration for MBE 
Paper # IEICE-MBE2007-35 
Volume (vol) IEICE-107 
Number (no) no.154 
Page pp.59-62 
#Pages IEICE-4 
Date of Issue IEICE-MBE-2007-07-13 


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