Using Supervised Learning and Guided Monte Carlo Tree Search for Beam Orientation Optimization in Radiation Therapy.
Azar Sadeghnejad-BarkousaraieOlalekan P. OgunmoluSteve B. JiangDan NguyenPublished in: AIRT@MICCAI (2019)
Keyphrases
- monte carlo tree search
- supervised learning
- radiation therapy
- monte carlo
- treatment planning
- evaluation function
- training data
- reinforcement learning
- image guided
- ct images
- learning algorithm
- prostate cancer
- temporal difference
- computer assisted
- deformable registration
- learning tasks
- markov chain
- semi supervised
- dynamic programming
- active learning
- feature selection