Novel model for predicting inpatient mortality after emergency admission to hospital in Singapore: retrospective observational study.

We developed and validated a model for inpatient mortality using EHR data collected in the ED. The performance of our model was more accurate than the CART score. Implementation of our model in the hospital can potentially predict imminent adverse events and institute appropriate clinical management.