Literature DB >> 11380245

Role of beam orientation optimization in intensity-modulated radiation therapy.

A Pugachev1, J G Li, A L Boyer, S L Hancock, Q T Le, S S Donaldson, L Xing.   

Abstract

PURPOSE: To investigate the role of beam orientation optimization in intensity-modulated radiation therapy (IMRT) and to examine the potential benefits of noncoplanar intensity-modulated beams. METHODS AND MATERIALS: A beam orientation optimization algorithm was implemented. For this purpose, system variables were divided into two groups: beam position (gantry and table angles) and beam profile (beamlet weights). Simulated annealing was used for beam orientation optimization and the simultaneous iterative inverse treatment planning algorithm (SIITP) for beam intensity profile optimization. Three clinical cases were studied: a localized prostate cancer, a nasopharyngeal cancer, and a paraspinal tumor. Nine fields were used for all treatments. For each case, 3 types of treatment plan optimization were performed: (1) beam intensity profiles were optimized for 9 equiangular spaced coplanar beams; (2) orientations and intensity profiles were optimized for 9 coplanar beams; (3) orientations and intensity profiles were optimized for 9 noncoplanar beams.
RESULTS: For the localized prostate case, all 3 types of optimization described above resulted in dose distributions of a similar quality. For the nasopharynx case, optimized noncoplanar beams provided a significant gain in the gross tumor volume coverage. For the paraspinal case, orientation optimization using noncoplanar beams resulted in better kidney sparing and improved gross tumor volume coverage.
CONCLUSION: The sensitivity of an IMRT treatment plan with respect to the selection of beam orientations varies from site to site. For some cases, the choice of beam orientations is important even when the number of beams is as large as 9. Noncoplanar beams provide an additional degree of freedom for IMRT treatment optimization and may allow for notable improvement in the quality of some complicated plans.

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Year:  2001        PMID: 11380245     DOI: 10.1016/s0360-3016(01)01502-4

Source DB:  PubMed          Journal:  Int J Radiat Oncol Biol Phys        ISSN: 0360-3016            Impact factor:   7.038


  15 in total

1.  Four-dimensional inverse treatment planning with inclusion of implanted fiducials in IMRT segmented fields.

Authors:  Yunzhi Ma; Louis Lee; O Keshet; Paul Keall; Lei Xing
Journal:  Med Phys       Date:  2009-06       Impact factor: 4.071

2.  Automated prediction of dosimetric eligibility of patients with prostate cancer undergoing intensity-modulated radiation therapy using a convolutional neural network.

Authors:  Tomohiro Kajikawa; Noriyuki Kadoya; Kengo Ito; Yoshiki Takayama; Takahito Chiba; Seiji Tomori; Ken Takeda; Keiichi Jingu
Journal:  Radiol Phys Technol       Date:  2018-08-14

3.  Many-isocenter optimization for robotic radiotherapy.

Authors:  Qihui Lyu; Ryan Neph; Victoria Y Yu; Dan Ruan; Salime Boucher; Ke Sheng
Journal:  Phys Med Biol       Date:  2020-02-10       Impact factor: 3.609

4.  Dose optimization with first-order total-variation minimization for dense angularly sampled and sparse intensity modulated radiation therapy (DASSIM-RT).

Authors:  Hojin Kim; Ruijiang Li; Rena Lee; Thomas Goldstein; Stephen Boyd; Emmanuel Candes; Lei Xing
Journal:  Med Phys       Date:  2012-07       Impact factor: 4.071

5.  Uncertainty incorporated beam angle optimization for IMPT treatment planning.

Authors:  Wenhua Cao; Gino J Lim; Andrew Lee; Yupeng Li; Wei Liu; X Ronald Zhu; Xiaodong Zhang
Journal:  Med Phys       Date:  2012-08       Impact factor: 4.071

6.  Standardized beam bouquets for lung IMRT planning.

Authors:  Lulin Yuan; Q Jackie Wu; Fangfang Yin; Ying Li; Yang Sheng; Christopher R Kelsey; Yaorong Ge
Journal:  Phys Med Biol       Date:  2015-02-06       Impact factor: 3.609

7.  Comparison of non-coplanar optimization of static beams and arc trajectories for intensity-modulated treatments of meningioma cases.

Authors:  Tiago Ventura; Humberto Rocha; Brigida da Costa Ferreira; Joana Dias; Maria do Carmo Lopes
Journal:  Phys Eng Sci Med       Date:  2021-10-07

8.  A reinforcement learning application of a guided Monte Carlo Tree Search algorithm for beam orientation selection in radiation therapy.

Authors:  Azar Sadeghnejad-Barkousaraie; Gyanendra Bohara; Steve Jiang; Dan Nguyen
Journal:  Mach Learn Sci Technol       Date:  2021-05-13

9.  Integrated beam orientation and scanning-spot optimization in intensity-modulated proton therapy for brain and unilateral head and neck tumors.

Authors:  Wenbo Gu; Daniel O'Connor; Dan Nguyen; Victoria Y Yu; Dan Ruan; Lei Dong; Ke Sheng
Journal:  Med Phys       Date:  2018-03-01       Impact factor: 4.071

10.  Optimization of beam angles for intensity modulated radiation therapy treatment planning using genetic algorithm on a distributed computing platform.

Authors:  Daryl P Nazareth; Stephen Brunner; Matthew D Jones; Harish K Malhotra; Mohammad Bakhtiari
Journal:  J Med Phys       Date:  2009-07
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