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CAM colloquium - Friday, January 27
3:30 p.m.
655 Rhodes Hall
Speaker: Shane Henderson, ORIE, Cornell
Title: Robust Intensity-Modulated Radiation Therapy Treatment Planning
Joint work with Millie Chu, Yuriy Zinchenko and Michael B. Sharpe
Abstract: The radiation therapy treatment planning problem
involves devising a radiation treatment plan that delivers a sufficient
dose to a target region containing the tumour while sparing, as much
as possible, surrounding organs. Traditional treatment planning models
handle uncertainties arising from organ motion etc. by inflating the
target region. We instead use a probabilistic model and show that
it is equivalent to using robust linear programming. For a sample
prostate case, our results show that the method is computationally
feasible, and finds plans that are more adept at sparing healthy tissue
while maintaining the prescribed dose. We discuss the method, and
our efforts to reduce its computational requirements.
Refreshments at 4:30 in 657 Rhodes Hall.
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