18 citations · 41 across the 5 of their papers we have counts for
Showing physics.med-phShow all
3 papers · 1 filter
physics.med-ph2021★ 11 cited
Automatic Inverse Treatment Planning for Gamma Knife Radiosurgery via Deep Reinforcement Learning
Yingzi Liu, Chenyang Shen, Tonghe Wang +6
Purpose: Several inverse planning algorithms have been developed for Gamma Knife (GK) radiosurgery to determine a large number of plan parameters via solving an optimization proble…
physics.med-ph2020★ 9 cited
An interpretable planning bot for pancreas stereotactic body radiation therapy
Jiahan Zhang, Chunhao Wang, Yang Sheng +9
Pancreas stereotactic body radiotherapy treatment planning requires planners to make sequential, time consuming interactions with the treatment planning system (TPS) to reach the o…
physics.med-ph2020★ 2 cited
An Artificial Intelligence-Driven Agent for Real-Time Head-and-Neck IMRT Plan Generation using Conditional Generative Adversarial Network (cGAN)
Xinyi Li, Yang Sheng, Jiahan Zhang +6
Purpose: To develop an Artificial Intelligence (AI) agent for fully-automated rapid head and neck (H&N) IMRT plan generation without time-consuming inverse planning.$$$$ Methods: T…