Data-driven hospital personnel scheduling optimization through patients prediction.
Defan FengYu MoZhiyao TangQuanjun ChenHaoran ZhangRajendra AkerkarXuan SongPublished in: CCF Trans. Pervasive Comput. Interact. (2021)
Keyphrases
- data driven
- high risk
- information systems
- prediction accuracy
- prognostic models
- emergency department
- patient records
- scheduling problem
- patient groups
- intensive care units
- medical doctors
- vital signs
- optimization problems
- vehicle routing
- data processing
- intensive care unit
- patient care
- intensive care
- health care
- scheduling algorithm
- hospital information systems
- clinical information
- prediction model
- multiple objectives
- disease outbreaks
- resource constraints
- clinical decision support systems
- optimization algorithm
- prediction error