Machine learning models to evaluate mortality in pediatric patients with pneumonia in the intensive care unit.

This study demonstrated that the machine learning models for predicting ICU mortality and 24-h ICU mortality in children with pneumonia have the potential to support decision-making, especially in resource-limited settings.