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First evaluation of a new multicriteria optimization tool-investigation of pareto-surfaces for IMRT prostate plans

 
: Uhrig, M.; Thieke, C.; Alons, F.; Küfer, K.; Monz, M.; Scherrer, A.; Oelfke, U.

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Medical physics 32 (2005), No.6, pp.1975
ISSN: 0094-2405
English
Abstract
Fraunhofer ITWM ()

Abstract
Purpose: The aim of this paper is a first evaluation of the performance of a new multi-criteria optimization (MCO) tool developed for IMRT treatment planning Method and Materials: The new MCO-tool computes a set of Pareto-optimal plans by simultaneously minimizing dose indicators for tumor targets and considered organs at risk. For the tumor, the dose homogeneity in the target is maximized for a given, prescribed mean dose while relative deviations to upper equivalent uniform dose (EUD) limits are minimized for organs at risk. The exploration of the solution space is done with a visual navigation tool, which provides control bars for each defined dose indicator. The navigation tool uses real-time interpolation to allow a smooth transition between the pre-computed plans. As a clinical example we consider a simplified prostate case where the only structures to be optimized are the PTV, rectum and bladder. The complete database of plans is visualized using EUD-values of the organs at risk and the standard deviation of the target dose as axes. This approximation of the 3D-Pareto-surface is then examined. The sensitivity of the navigation process on the individual dose indicators is analyzed in terms of the gradients on the Pareto-surface. Moreover, effects of rescaling the target dose homogeneity in terms of TCP-values are analyzed. Results: The database provided by the MCO optimization for the simplified prostate case can indeed be presented as a 3D-Pareto-surface.The sensitivity of the navigation process is well reflected by the respective gradient on the Pareto-surface. The rescaling of the target dose homogeneity in terms of TCP values allows studying the sensitivity of the Pareto-surface in terms of the assumed radio-sensitivity of the tumor. Conclusion: A first evaluation of a new MCO-tool has been successfully completed for a simplified prostate case with 3 mutually conflicting optimization criteria.

: http://publica.fraunhofer.de/documents/N-56883.html