scholarly journals Automatic Treatment Planning in a Human-like manner: Operating Treatment Planning Systems by a Deep Reinforcement Learning based Virtual Treatment Planner

2019 ◽  
Vol 105 (1) ◽  
pp. S256 ◽  
Author(s):  
C. Shen ◽  
Y. Gonzalez ◽  
L. Chen ◽  
D. Nguyen ◽  
X. Jia
Keyword(s):  
Reinforcement Learning ◽  
Treatment Planning ◽  
Planning Systems ◽  
Treatment Planning Systems ◽  
Automatic Treatment ◽  
Virtual Treatment

A novel convolution-based approach to address ionization chamber volume averaging effect in model-based treatment planning systems

2015 ◽  
Vol 60 (16) ◽  
pp. 6213-6226 ◽  
Author(s):  
Brendan Barraclough ◽  
Jonathan G Li ◽  
Sharon Lebron ◽  
Qiyong Fan ◽  
Chihray Liu ◽  
...  
Keyword(s):  
Treatment Planning ◽  
Ionization Chamber ◽  
Volume Averaging ◽  
Planning Systems ◽  
Model Based ◽  
Chamber Volume ◽  
Treatment Planning Systems
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