Improving Hospital-Wide Early Resource Allocation through Machine Learning.
Daniel GartnerRema PadmanPublished in: MedInfo (2015)
Keyphrases
- resource allocation
- machine learning
- resource management
- resource allocation problems
- resource allocation decisions
- allocate resources
- resource requirements
- allocation strategies
- game theory
- resource usage
- allocation problems
- machine learning algorithms
- knowledge acquisition
- combinatorial auctions
- grid environment
- dynamic resource allocation
- optimal resource allocation
- learning algorithm
- trading agents
- social welfare
- learning tasks
- health care
- special case
- reinforcement learning
- resource consumption
- resource availability
- scarce resources
- cooperative
- resource allocation and scheduling