Literature DB >> 21723105

Prioritized optimization in intensity modulated proton therapy.

Marita Falkinger1, Stefan Schell, Johannes Müller, Jan J Wilkens.   

Abstract

In this work a prioritized optimization algorithm is adapted and applied to treatment planning for intensity modulated proton therapy (IMPT). Originally, this algorithm was developed for intensity modulated radiation therapy (IMRT) with photons. Prioritized optimization converts the clinical hierarchy of treatment goals into an effective optimization scheme for treatment planning. It presents an alternative to conventional methods that combine all optimization goals into a single optimization run with a weighted sum of all planning aims in the objective function. The highest order goal in the first step is to achieve a homogeneous dose distribution of the prescribed dose in the tumour. In subsequent steps the dose to organs at risk (OARs) is minimized dependent upon their clinical priority, whereby the results of previous steps are turned into hard constraints. The large number of degrees of freedom through the additional energy modulation of protons enables a better protection of OARs under the perpetuation of the prescribed dose in the planning target volume (PTV). The solution space of subsequent optimization steps can be extended by introducing a slip factor. This slip factor allows a slight deterioration of the homogeneity in the PTV compared to previous steps and entails much better results in IMRT planning. To investigate the relevance and necessity of the slip factor in IMPT, prioritized optimization with various slip factors is applied to a clinical patient case with a head and neck tumour. It emerges that in IMPT the slip factor has much less impact than in IMRT through the great number of degrees of freedom. Hence, prioritized optimization is particularly well suited for proton therapy planning. Copyright Â
© 2011. Published by Elsevier GmbH.

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Year:  2011        PMID: 21723105     DOI: 10.1016/j.zemedi.2011.05.004

Source DB:  PubMed          Journal:  Z Med Phys        ISSN: 0939-3889            Impact factor:   4.820


  4 in total

1.  Automating proton treatment planning with beam angle selection using Bayesian optimization.

Authors:  Vicki T Taasti; Linda Hong; Jin Sup Andy Shim; Joseph O Deasy; Masoud Zarepisheh
Journal:  Med Phys       Date:  2020-05-27       Impact factor: 4.071

2.  Automated intensity modulated treatment planning: The expedited constrained hierarchical optimization (ECHO) system.

Authors:  Masoud Zarepisheh; Linda Hong; Ying Zhou; Jung Hun Oh; James G Mechalakos; Margie A Hunt; Gig S Mageras; Joseph O Deasy
Journal:  Med Phys       Date:  2019-05-29       Impact factor: 4.071

3.  Deliverable navigation for multicriteria step and shoot IMRT treatment planning.

Authors:  David Craft; Christian Richter
Journal:  Phys Med Biol       Date:  2012-12-06       Impact factor: 3.609

4.  Mixed integer programming with dose-volume constraints in intensity-modulated proton therapy.

Authors:  Pengfei Zhang; Neng Fan; Jie Shan; Steven E Schild; Martin Bues; Wei Liu
Journal:  J Appl Clin Med Phys       Date:  2017-07-06       Impact factor: 2.102

  4 in total

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