Ozaydin, Bunyamin

Estimation of racial and language disparities in pediatric emergency department triage using statistical modeling and natural language processing.

Citation
Lee SJ, Alzeen M, Ahmed A. Estimation of racial and language disparities in pediatric emergency department triage using statistical modeling and natural language processing. J Am Med Inform Assoc. 2024 Apr 3;31(4):958-967. doi: 10.1093/jamia/ocae018. PMID: 38349846; PMCID: PMC10990499.
Principal Investigator
Ahmed, Abdulaziz
Ozaydin, Bunyamin
Project Name
Building and Implementing a Predictive Decision Support System Based on a Proactive Full Capacity Protocol to Mitigate Emergency Department Overcrowding Problems

Building and Implementing a Predictive Decision Support System Based on a Proactive Full Capacity Protocol to Mitigate Emergency Department Overcrowding Problems

Description

This research will use deep learning models to move a reactive full capacity protocol (FCP) for emergency department (ED) overcrowding interventions into a proactive FCP by predicting patient flow measures so that interventions may be activated to avoid ED overcrowding.

Grant Number
R21 HS029410
Principal Investigator(s)
Ahmed, Abdulaziz
Ozaydin, Bunyamin