Mortality prediction for patients with acute respiratory distress syndrome based on machine learning: a population-based study

Abstract

Compared to the existing scoring systems, machine learning significantly improved performance for predicting ARDS mortality. Validation with multi-source datasets showed a relatively robust generalisation ability of our prediction model.