Evaluation of the Need for Intensive Care in Children With Pneumonia: Machine Learning Approach.

The ML approach could provide a clinically applicable triage algorithm and identify important clinical indices, such as age, underlying diseases, abnormal vital signs, and laboratory data for evaluating the need for intensive care in children with pneumonia.