Predicting 30-day mortality of patients with pneumonia in an emergency department setting using machine-learning models

Abstract

The proposed machine-learning models could predict the mortality of patients with pneumonia more accurately than the pre-existing CURB-65 model and can help decide whether the patient should be admitted to the ICU.