Large cost savings realized from the 2006 Field Triage Guideline: reduction in overtriage in US trauma centers

M Faul, MM Wald, EE Sullivent, SM Sasser… - Prehospital …, 2012 - Taylor & Francis
… Because of the unavailability of data, we did not consider any impact on undertriage. … level
I and level II trauma centers, we estimated the number of patients from level III trauma centers

The trauma triage rule: a new, resource-based approach to the prehospital identification of major trauma victims

WG Baxt, G Jones, D Fortlage - Annals of emergency medicine, 1990 - Elsevier
Trauma Triage Rule may significantly reduce overtriage while only minimally increasing
undertriage. … by reference to the analysis of these data using Bayes' formula. As noted above, if …

Can predictive technology help improve acute care operations? investigating the impact of virtual triage adoption

J Ding, M Freeman, S Hasija - 2023 - papers.ssrn.com
… Consequently, we can achieve higher virtual triage accuracy with lower virtual under-triage
and over-triage probabilities. Now, in the presence of virtual triage, there are four types of …

The effects of of triage applying artificial intelligence on triage in the emergency department: A systematic review of prospective studies

G Baek, D Baik, N Yi - 2023 - researchsquare.com
… Other outcomes included time reduction, overtriage and undertriage checks, triage risk … the
naïve Bayes algorithm was used to analyze the classi cation prediction of each ESI level. The …

Delays in treatment and disposition attributable to undertriage of pediatric emergency medicine patients

D Berkowitz, JS Cohen, N McCollum, CR Rojas… - The American journal of …, 2023 - Elsevier
… of undertriage at a large academic center, we aim to encourage further multicenter work
on this important concept. One potential cause of undertriage is … of over-triage and under-triage

[PDF][PDF] Indicators for data quality, hospital performance and outcome measurement

JAP da Costa Das, N Viana - 2023 - repositorio-aberto.up.pt
… for this analysis is from the São João Hospital Centre’s … of sensitivity, under-triage or over-triage
rates for emergency … to prioritize sensitivity, since under-triage (real high urgent patients …

Automated continuous vital signs predict use of uncrossed matched blood and massive transfusion following trauma

N Parimi, PF Hu, CF Mackenzie, S Yang… - Journal of Trauma …, 2016 - journals.lww.com
… to missing values, such as decision trees or Bayesian models. In addition, this study has
all … , minimize under-triage or the negative predictive value and deliver acceptable over-triage, …

… the performance of the Revised Trauma Score using Shock Index, Peripheral Oxygen Saturation, and Temperature–a National Trauma Database study 2011 to 2015

R Filipescu, C Powers, H Yu, J Yu, DH Rothstein… - Surgery, 2020 - Elsevier
… revised trauma score in both adults (Bayesian information … 20 Using SI instead of SBP reduced
under-triage rates by 6% in … commonly not available in Adult Trauma Centers). It is likely a …

An Approach To Cluster And Benchmark Regional Emergency Medical Service Agencies

S Kondapalli - 2020 - corescholar.libraries.wright.edu
under-triage and over-triage as a surrogate for patient safety, estimated based on county-level
to a Level I or II trauma center from the scene or even possible negotiations with nearby …

Building a machine learning-based ambulance dispatch triage model for emergency medical services

H Wang, QX Ng, S Arulanandam, C Tan… - Health Data …, 2023 - spj.science.org
… % over-triage rate and 6% under-triage rate by the call center … by our Bayesian optimizations
to control the under-triage rates. … PACS assigned by the call center specialists. We reported …