Accurate Emergency Department Wait Time Prediction

Erjie Ang
Erjie Ang
Sara Kwasnick
Sara Kwasnick
Michael Aratow
Michael Aratow

M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT, pp. 141-156, 2016.

被引用2|浏览5
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摘要

This paper proposes the Q-Lasso method for wait time prediction, which combines statistical learning with fluid model estimators. In historical data from four remarkably different hospitals, Q-Lasso predicts the emergency department (ED) wait time for low-acuity patients with greater accuracy than rolling average methods (currently used b...更多

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