Les rendez-vous "Santé"

13 Fév 2017

Séminaire – Jeudi 23 février 2017 – Simultaneous delivery time and aperture shape optimization for the volumetric-modulated arc therapy (VMAT) Treatment planning problem

Publié parMehdi Taobane

Volumetric-modulated arc therapy (VMAT) is a new form of radiation therapy technology with more flexibility on dose delivery. In this presentation, we propose a novel heuristic for the VMAT treatment planning problem, optimizing the trade-off between delivery time and treatment quality. We present a new mixed integer programming model in which the gantry speed, dose rate, and aperture shape are determined simultaneously. Our heuristic is based on column generation; the aperture configuration is modeled in the columns and the dose distribution and time restriction in the rows. The efficiency of the algorithm and the treatment quality are evaluated on a benchmark clinical prostate cancer case. The computational results show that a high-quality treatment is achievable in about 2.64 minutes using a four-thread CPU.

Présentée par Mehdi Mahnam, Étudiant au doctorat, Polytechnique Montréal

Jeudi 23 février 2017, 12 h 30 à 13 h 30
Salle 5441
Pavillon André- Aisenstadt, Université de Montréal