Forecasting Patient Arrivals and Optimizing Physician Shift Scheduling in Emergency Departments.
Winter Simulation Conference（2023）
关键词
Shift Schedule,Patient Arrival,Simulation Model,Resource Allocation,Waiting Time,Physician Patient,Patient Demand,Emergency Department Crowding,Root Mean Square Error,Mathematical Model,Patient Safety,Machine Learning Models,Performance Metrics,Mean Absolute Error,Time Slot,Forecasting Model,Non-significant Increase,XGBoost,Mean Absolute Percentage Error,Mixed Integer Linear Programming,Emergency Severity Index,Emergency Department Physicians,Autoregressive Integrated Moving Average,Mixed Integer Linear Programming Model,Number Of Physicians,Long-term Forecasting,Emergency Department Admission,Time Series Prediction,Onboarding,Margin Of Error
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