Machine Learning-Driven Patient Scheduling in Healthcare: A Fairness-Centric Approach for Optimized Resource Allocation.
Farha MasroorAdarsh GopalakrishnanNeena GoveasPublished in: WCNC (2024)
Keyphrases
- resource allocation
- machine learning
- clinical trials
- medical care
- resource management
- resource requirements
- scarce resources
- electronic health records
- resource allocation problems
- home care
- allocate resources
- medical devices
- healthcare delivery
- patient care
- resource allocation and scheduling
- allocation problems
- allocation strategies
- patient data
- combinatorial auctions
- hospital discharge
- health care
- learning algorithm
- medical data
- resource allocation decisions
- game theory
- health records
- resource availability
- social welfare
- medical practitioners
- optimal resource allocation
- healthcare professionals
- dynamic resource allocation
- reinforcement learning
- grid resource
- job scheduling
- medical records