Novel Machine-Learning Modeling of Facial Trauma Volume With Regional Event and Weather Data.

Objective: Facial trauma volume is difficult to predict accurately. We aim to understand the capacity of climate and regional events to predict daily facial trauma volume. This can provide epidemiologic understanding and subsequently tailor workforce distribution and scheduling.