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. 2024 Aug 22:316:1657-1658.
doi: 10.3233/SHTI240741.

Beating the Clock: A Prediction Model for Timely Care in Emergency Departments

Jonas Bienzeisler  1 , Wiliam Hoy  1 , Alexander Kombeiz  1 , Mohamed Alhaskir  1 , Rainer Röhrig  1 , Raphael Majeed  1 , Jenny Unterkofler  2 , Behrus Puladi  1
Affiliations

Beating the Clock: A Prediction Model for Timely Care in Emergency Departments

Jonas Bienzeisler et al. Stud Health Technol Inform. .

Abstract

We developed and validated a statistical prediction model using 2.5 electronic health records from 24 German emergency departments (EDs) to estimate treatment timeliness at triage. The model's moderate fit and reliance on interoperable, routine data suggest its potential for implementation in ED crowding management.

Keywords: EHR; Predictive Modelling; clinical routine data.

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