Ultrasound-Independent Rapid Triage in Pediatric Appendicitis via Explainable AI
Ultrasonography (USG) is central to the diagnosis of pediatric appendicitis, but operator dependency and limited access can delay triage. This study aimed to develop an explainable machine learning model that estimates the USG-assisted clinical diagnosis of appendicitis from pre-imaging clinical and laboratory data alo...