Using Natural Language Processing and the Electronic Health Record for Appendicitis Risk Stratification

Abstract

This study evaluated an automated approach for appendicitis risk stratification of pediatric Emergency Department patients using Conditional Random Fields, rules and Support Vector Machines. The results show that the approach is very promising for appendicitis risk stratification.