Open access
Aug 2026
TPW 5.01 Optimization of Emergency Department Triage in Acute Diverticulitis Through a Guideline-Integrated Machine Learning–Based Clinical Decision Support System for Hospital Admission Decisions
This model provides a reliable clinical “second opinion” by integrating structured biochemical data with NLP-extracted risk factors and demonstrates significant potential for enhancing triage accuracy and ensuring guideline-compliant management of acute diverticulitis.
Fatima Zulfiqar, Yasser Mohamed, Raghav Anirudh et al.
· British Journal of Surgery · 0 citations