Radiotherapy Dose Optimization via Clinical Knowledge Based Reinforcement Learning.
Paul DuboisPaul-Henry CournèdeNikos ParagiosPascal FenogliettoPublished in: AIME (1) (2024)
Keyphrases
- reinforcement learning
- treatment planning
- temporal abstractions
- radiation therapy
- lung cancer patients
- optimization problems
- optimization algorithm
- treatment plan
- global optimization
- small animal
- lung cancer
- function approximation
- reinforcement learning algorithms
- clinical decision making
- optimization process
- computer aided
- disease progression
- expert systems
- patient data
- neural network
- cancer treatment
- optimal policy
- image analysis
- learning algorithm