Comparison of intracranial injury predictability between machine learning algorithms and the nomogram in pediatric traumatic brain injury

Abstract

The ML algorithms, particularly the RFC, indicated relatively excellent predictive performance that would have the ability to support physicians in balancing the overuse of head CT scans and reducing the treatment costs of pediatric TBI in general practice.