Incorporating dose-volume constraints in linear fluence map optimization for intensity modulated proton therapy

Maryam Zaghian, Gino Lim, Wei Liu, Radhe Mohan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Prescriptions for radiation treatment planning are given in terms of dose-volume constraints (DVC). In our current linear programming (LP) approach to satisfy DVCs for solving the fluence map optimization (FMO) problem, very strict and conservative "hot spot" control parameters are imposed for organs-at-risk (OARs) as well as the target. However, it is not clear how to set these control parameters in our current FMO model. In some cases, the present values of the parameters are shown to be unnecessarily conservative, which results in inferior solution quality. Therefore, we have developed a heuristic algorithm that aims to satisfy DVCs based on an iterative linear fluence map optimization process. This algorithm begins by setting loose bounds on these parameters; then it gradually tightens the bounds, if necessary, through an iterative solution process. This method finds appropriate parameter values through the trade off between OARs sparing and target coverage to improve solution iteratively. Experiments are made to show the computational advantage of the algorithm using actual clinical patient cases for proton therapy.

Original languageEnglish (US)
Title of host publicationIIE Annual Conference and Expo 2013
PublisherInstitute of Industrial Engineers
Pages1558-1565
Number of pages8
StatePublished - 2013
Externally publishedYes
EventIIE Annual Conference and Expo 2013 - San Juan, Puerto Rico
Duration: May 18 2013May 22 2013

Other

OtherIIE Annual Conference and Expo 2013
CountryPuerto Rico
CitySan Juan
Period5/18/135/22/13

Keywords

  • Dose-volume constraint (DVC)
  • Dose-volume histogram (DVH)
  • Fluence map optimization (FMO)
  • Intensity modulated proton therapy (IMPT)

ASJC Scopus subject areas

  • Industrial and Manufacturing Engineering

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