Multi-horizon time series forecasting framework with DLinear/NLinear models for ED boarding time prediction, integrated with external contextual data and deployed via an MLOps prototype.
Enhanced forecasting of emergency department patient arrivals using feature engineering approach and machine learning,
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An Integrated Forecasting Prototype for Emergency Department Boarding Time to Support Proactive Operational Decision Making
Multi-horizon time series forecasting framework with DLinear/NLinear models for ED boarding time prediction, integrated with external contextual data and deployed via an MLOps prototype.