activity
20172023
most citedIntelligent Inverse Treatment Planning via Deep Reinforcement Learning, a Proof-of-Principle Study in High Dose-rate Brachytherapy for Cervical Cancer

124 citations · 275 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

physics.med-ph2020

Experimental and numerical studies on kV scattered x-ray imaging for real-time image guidance in radiation therapy

Yanqi Huang, Kai Yang, Youfang Lai +7

Motion management is a critical component of image guidance radiotherapy for lung cancer. We previously proposed a scheme using kV scattered x-ray photons for marker-less real-time…

physics.med-ph2020★ 36 cited

Improving Efficiency of Training a Virtual Treatment Planner Network via Knowledge-guided Deep Reinforcement Learning for Intelligent Automatic Treatment Planning of Radiotherapy

Chenyang Shen, Liyuan Chen, Yesenia Gonzalez +1

We previously proposed an intelligent automatic treatment planning framework for radiotherapy, in which a virtual treatment planner network (VTPN) was built using deep reinforcemen…