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Genetic Algorithm Applied to Radiotherapy Treatment Planning

  • O. C. L. Haas
  • K. J. Burnham
  • M. H. Fisher
  • J. A. Mills
Conference paper

Abstract

Conformal therapy attempts to produce accurate medical treatment that will produce a uniform dose over cancerous regions whilst at the same time sparing healthy tissues, especially the organs at risk. The constrained optimisation problem, that consists of working back from a given dose specification to elemental beam weight intensities is referred as the so called inverse problem. Due to the nature of the problem and in particular to its conflicting objectives, it is believed that heuristic techniques may have advantages over direct methods to solve for the beam intensities.

Keywords

Genetic Algorithm Root Mean Square Radiotherapy Treatment Planning Heuristic Technique Algebraic Reconstruction Technique 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag/Wien 1995

Authors and Affiliations

  • O. C. L. Haas
    • 1
  • K. J. Burnham
    • 1
  • M. H. Fisher
    • 1
  • J. A. Mills
    • 2
  1. 1.Control Theory and Applications CentreCoventry UniversityUK
  2. 2.Department of Clinical Physics and BioengineeringWalsgrave HospitalUK

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