Speaker:   Eva K. Lee
  Center for Operations Research in Medicine and HealthCare
  Georgia Institute of Technology


Title: Large-Scale Optimization Strageties for Optimal Cancer Treatment Design


Abstract:


Treatment planning for radiation therapy is inherently complex due to the number of input parameters involved. The complexity is amplified by the uncertainty of target shapes due to organ motion, by dose estimation, by availability of biological information, and by competing multiple clinical objectives within the planning procedure. In this talk, we describe some of our experience in cancer treatment design related to these issues. Various optimization methods will be contrasted, and computational challenges will be discussed.