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The Influence of Dose Grid Resolution on Beam Selection Strategies in Radiotherapy Treatment Design

Acosta, A. and Ehrgott, Matthias and Holder, Allen and Nevin, D. and Reese, Josh and Salter, B. (2008) The Influence of Dose Grid Resolution on Beam Selection Strategies in Radiotherapy Treatment Design. In: Optimization in medicine. Springer series in optimization and its applications . Springer, New York, pp. 25-46. ISBN 978-0-387-73298-5

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Abstract

The design of a radiotherapy treatment includes the selection of beam angles (geometry problem), the computation of a fluence pattern for each selected beam angle (intensity problem), and finding a sequence of configurations of a multileaf collimator to deliver the treatment (realization problem). While many mathematical optimization models and algorithms have been proposed for the intensity problem and (to a lesser extent) the realization problem, this is not the case for the geometry problem. In clinical practice, beam directions are manually selected by a clinician and are typically based on the clinician’s experience. Solving the beam selection problem optimally is beyond the capability of current optimization algorithms and software. However, heuristic methods have been proposed. In this paper we study the influence of dose grid resolution on the performance of these heuristics for a clinical case. Dose grid resolution refers to the spatial arrangement and size of dose calculation voxels. In particular, we compare the solutions obtained by the heuristics with those achieved by a clinician using a commercial planning system. Our results show that dose grid resolution has a considerable influence on the performance of most heuristics.

Item Type: Contribution in Book/Report/Proceedings
Subjects:
Departments: Lancaster University Management School > Management Science
ID Code: 64461
Deposited By: ep_importer_pure
Deposited On: 13 May 2013 11:03
Refereed?: No
Published?: Published
Last Modified: 06 Nov 2017 00:05
Identification Number:
URI: http://eprints.lancs.ac.uk/id/eprint/64461

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