Examining the Use of Machine Learning Algorithms to Enhance the Pediatric Triaging Approach.

Purpose: Triage systems play a vital role in effectively prioritizing patients according to the seriousness of their condition. However, conventional emergency triage systems in pediatric care predominantly rely on subjective evaluations. Machine learning technologies have shown significant potential in various medical fields, including pediatric emergency medicine.