DocumentCode :
1531970
Title :
Thermal dose optimization for ultrasound tissue ablation
Author :
Wan, Hong ; Aarsvold, John ; O´Donnell, Matthew ; Cain, Charles
Author_Institution :
Dept. of Biomed. Eng., Michigan Univ., Ann Arbor, MI, USA
Volume :
46
Issue :
4
fYear :
1999
fDate :
7/1/1999 12:00:00 AM
Firstpage :
913
Lastpage :
928
Abstract :
A formal and general thermal dose optimisation method is developed and tested. Prior methods require brute force searches wherein the temperature and dose distributions must be computed at each iteration by solving the bioheat transfer equation (BHTE) numerically. This is extremely time-consuming and can only be used to compare a few prespecified strategies instead of obtaining a more general optimal result. With the method developed here, dose distribution can be calculated without solving the BHTE numerically. This can be done in a matter of a few minutes compared with many hours. Moreover, general thermal dose optimization can now be performed to find the optimal strength and location of each focus so that an optimal dose distribution is obtained while the specified constraint is satisfied. The algorithm developed here consists of a closed-form solution to the BHTE, a Gaussian model for parameterizing a temperature distribution created by a power deposition pattern, and a two-step optimization technique for obtaining the model parameters that optimize the thermal dose distribution. Several examples are given to demonstrate the effectiveness of the algorithm and its robustness under different initial conditions and under assumptions of different sizes of the target region and different numbers of foci. The algorithm developed here provides an efficient and effective tool for treatment planning in ultrasound tissue ablation.
Keywords :
biological tissues; biomedical ultrasonics; biothermics; dosimetry; iterative methods; optimisation; radiation therapy; surgery; temperature distribution; Gaussian model; US surgery; algorithm; closed-form solution; foci; optimal dose distribution; temperature distribution parameterizing; thermal dose optimization; two-step optimization technique; ultrasound tissue ablation; Closed-form solution; Constraint optimization; Distributed computing; Equations; Minimally invasive surgery; Optimization methods; Robustness; Temperature distribution; Testing; Ultrasonic imaging;
fLanguage :
English
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-3010
Type :
jour
DOI :
10.1109/58.775658
Filename :
775658
Link To Document :
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