Applying pytorch toolkit to plan optimization for circular cone based robotic radiotherapy.

Bin LiangRan WeiJianghu ZhangYongbao LiTao YangShouping XuKe ZhangWenlong XiaBin GuoBo LiuFugen ZhouQiuwen WuJianrong Dai

Published in: Radiation oncology (London, England) (2022)

In summary, this first attempt of applying deep learning framework to the robotic radiotherapy plan optimization is promising and has the potential to be used clinically.

Keyphrases

deep learning
early stage
locally advanced
minimally invasive
radiation therapy
radiation induced
robot assisted
rectal cancer
squamous cell carcinoma
machine learning