Algorithm and performance of a clinical IMRT beam-angle optimization system
Abstract
This paper describes the algorithm and examines the performance of an IMRT beam-angle optimization (BAO) system. In this algorithm successive sets of beam angles are selected from a set of predefined directions using a fast simulated annealing (FSA) algorithm. An IMRT beam-profile optimization is performed on each generated set of beams. The IMRT optimization is accelerated by using a fast dose calculation method that utilizes a precomputed dose kernel. A compact kernel is constructed for each of the predefined beams prior to starting the FSA algorithm. The IMRT optimizations during the BAO are then performed using these kernels in a fast dose calculation engine. This technique allows the IMRT optimization to be performed more than two orders of magnitude faster than a similar optimization that uses a convolution dose calculation engine.
Cite
@article{arxiv.physics/0312097,
title = {Algorithm and performance of a clinical IMRT beam-angle optimization system},
author = {David Djajaputra and Qiuwen Wu and Yan Wu and Radhe Mohan},
journal= {arXiv preprint arXiv:physics/0312097},
year = {2009}
}
Comments
Final version that appeared in Phys. Med. Biol. 48 (2003) 3191-3212. Original EPS figures have been converted to PNG files due to size limit