Random Forest Machine Learning Matches Human Expert Accuracy in Trauma Severity Scoring
Accurate Abbreviated Injury Scale (AIS) and Injury Severity Score (ISS) are essential for trauma care and research, yet manual scoring often yields incomplete data due to omissions. The hybrid electronic medical registry (HEMR) is used by our Level 1 trauma service for recording AIS and ISS.
G. L. Laing +5 more
wiley +1 more source
Reducing door-to-ECG time in the emergency department: a quality improvement report. [PDF]
Srivatsa S +5 more
europepmc +1 more source
Triage decision-making levels and affective factors of nurses working in cardiovascular emergency department and intensive care units: a cross-sectional study. [PDF]
Turen S, Cetinkaya Isik F.
europepmc +1 more source
Effectiveness and Implementation of Obstetric Triage During Pregnancy and Childbirth: A Systematic Review. [PDF]
Abdalla Elsheikh NE +6 more
europepmc +1 more source
Artificial Intelligence in Prehospital Emergency Care: Advancing Triage and Destination Decisions for Time-Critical Conditions. [PDF]
Zarei R, Downs MC, Torgerson L.
europepmc +1 more source
Enhancing maternal and newborn outcomes in Ghana: a comprehensive randomized controlled trial evaluation of obstetric triage effectiveness and midwives training. [PDF]
Bancalari A +4 more
europepmc +1 more source
Improving pediatric care in Uganda with a digital platform and quality improvement initiative: A retrospective review of Smart Triage + QI. [PDF]
Goertzen R +16 more
europepmc +1 more source

