Literature DB >> 15000604

Fast treatment plan modification with an over-relaxed Cimmino algorithm.

Chuan Wu1, Robert Jeraj, Weiguo Lu, Thomas R Mackie.   

Abstract

A method to quickly modify a treatment plan in adaptive radiotherapy was proposed and studied. The method is based on a Cimmino-type algorithm in linear programming. The fast convergence speed is achieved by over-relaxing the algorithm relaxation parameter from its sufficient convergence range of (0, 2) to (0, infinity). The algorithm parameters are selected so that the over-relaxed Cimmino (ORC) algorithm can effectively approximate an unconstrained re-optimization process in adaptive radiotherapy. To demonstrate the effectiveness and flexibility of the proposed method in adaptive radiotherapy, two scenarios with different organ motion/deformation of one nasopharyngeal case were presented with comparisons made between this method and the re-optimization method. In both scenarios, the ORC algorithm modified treatment plans have dose distributions that are similar to those given by the re-optimized treatment plans. It takes us using the ORC algorithm to finish a treatment plan modification at least three times faster than the re-optimization procedure compared.

Mesh:

Year:  2004        PMID: 15000604     DOI: 10.1118/1.1631913

Source DB:  PubMed          Journal:  Med Phys        ISSN: 0094-2405            Impact factor:   4.071


  4 in total

1.  Objective assessment of deformable image registration in radiotherapy: a multi-institution study.

Authors:  Rojano Kashani; Martina Hub; James M Balter; Marc L Kessler; Lei Dong; Lifei Zhang; Lei Xing; Yaoqin Xie; David Hawkes; Julia A Schnabel; Jamie McClelland; Sarang Joshi; Quan Chen; Weiguo Lu
Journal:  Med Phys       Date:  2008-12       Impact factor: 4.071

2.  A GPU-based finite-size pencil beam algorithm with 3D-density correction for radiotherapy dose calculation.

Authors:  Xuejun Gu; Urszula Jelen; Jinsheng Li; Xun Jia; Steve B Jiang
Journal:  Phys Med Biol       Date:  2011-05-10       Impact factor: 3.609

3.  On-line adaptive radiation therapy: feasibility and clinical study.

Authors:  Taoran Li; Xiaofeng Zhu; Danthai Thongphiew; W Robert Lee; Zeljko Vujaskovic; Qiuwen Wu; Fang-Fang Yin; Q Jackie Wu
Journal:  J Oncol       Date:  2010-11-22       Impact factor: 4.375

4.  A method for generating large datasets of organ geometries for radiotherapy treatment planning studies.

Authors:  Nan Hu; Laura Cerviño; Paul Segars; John Lewis; Jinlu Shan; Steve Jiang; Xiaolin Zheng; Ge Wang
Journal:  Radiol Oncol       Date:  2014-11-05       Impact factor: 2.991

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.