Resource Allocation Management in Patient-to-Physician Communications Based on Deep Reinforcement Learning in Smart Healthcare Services.
Abdulhameed AlelaiwiPublished in: ICME Workshops (2020)
Keyphrases
- resource allocation
- healthcare delivery
- healthcare providers
- home care
- reinforcement learning
- health care
- health services
- health care services
- patient monitoring
- care delivery
- healthcare professionals
- service providers
- optimal resource allocation
- hospital information systems
- scarce resources
- patient care
- patient data
- resource management
- health records
- allocation problems
- grid environment
- electronic health records
- resource allocation problems
- resource requirements
- information systems
- chronic disease
- resource allocation decisions
- continuous monitoring
- allocation strategies
- dynamic resource allocation
- resource allocation and scheduling
- distributed resource allocation
- markov decision processes
- communication systems
- combinatorial auctions
- network management
- clinical trials
- allocate resources
- resource availability
- optimal policy
- state space
- learning algorithm
- communication networks
- service oriented
- management system
- decision making