Clinical knowledge-guided deep reinforcement learning for sepsis antibiotic dosing recommendations.
Yuan WangAnqi LiuJuCheng YangLin WangNing XiongYisong ChengQin WuPublished in: Artif. Intell. Medicine (2024)
Keyphrases
- reinforcement learning
- knowledge extraction
- knowledge acquisition
- knowledge base
- prior knowledge
- knowledge representation
- knowledge discovery
- state space
- clinical data
- complex domains
- information systems
- knowledge transfer
- function approximation
- data mining techniques
- decision support system
- knowledge management
- expert systems
- multi agent