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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

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Showing 2021Show all

2 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-ph2021

Interactive Treatment Planning in High Dose-Rate Brachytherapy for Gynecological Cancer

Huan Liu, Chang M Ma, Xun Jia +3

High dose-rate brachytherapy (HDRBT) is widely used for gynecological cancer treatment. Although commercial treatment planning systems (TPSs) have inverse optimization modules, it…