10 citations · 16 across the 2 of their papers we have counts for
3 papers
physics.med-ph2021★ 10 cited
A hyperparameter-tuning approach to automated inverse planning
Kelsey Maass, Aleksandr Aravkin, Minsun Kim
Radiotherapy inverse planning often requires planners to modify parameters in the treatment planning system's objective function to produce clinically acceptable plans. Due to the…
math.OC2019★ 6 cited
A nonconvex optimization approach to IMRT planning with dose-volume constraints
Kelsey Maass, Minsun Kim, Aleksandr Aravkin
Fluence map optimization for intensity-modulated radiation therapy planning can be formulated as a large-scale inverse problem with competing objectives and constraints associated…
math.OC2017
A Markov decision process approach to optimizing cancer therapy using multiple modalities
Kelsey Maass, Minsun Kim
There are several different modalities, e.g., surgery, chemotherapy, and radiotherapy, that are currently used to treat cancer. It is common practice to use a combination of these…