124 citations · 124 across the 2 of their papers we have counts for
2 papers
physics.med-ph2018★ 124 cited
Intelligent Inverse Treatment Planning via Deep Reinforcement Learning, a Proof-of-Principle Study in High Dose-rate Brachytherapy for Cervical Cancer
Chenyang Shen, Yesenia Gonzalez, Peter Klages +6
Inverse treatment planning in radiation therapy is formulated as optimization problems. The objective function and constraints consist of multiple terms designed for different clin…
physics.med-ph2015
An OpenCL-based Monte Carlo dose calculation engine (oclMC) for coupled photon-electron transport
Zhen Tian, Feng Shi, Michael Folkerts +3
Monte Carlo (MC) method has been recognized the most accurate dose calculation method for radiotherapy. However, its extremely long computation time impedes clinical applications.…