A comparative analysis of trauma-related mortality in South Korea using classification models

The treatment of emergency patients is influenced not only by transport time but also by the resources and staff levels of specialized emergency medical centers, which in turn affect survival rates. Furthermore, given the superior performance of composite sampling methods in analyzing imbalanced datasets, the importance of considering such imbalanced datasets in the analysis is evident.