Automated auditing of emergency department documentation using large language models

LLMs demonstrate strong performance in auditing ED documentation, supporting their potential role as quality assurance tools in emergency care. Future work should explore how these systems can be integrated into real clinical workflows.

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Publication Details

Journal
The American Journal of Emergency Medicine
Published
2026-03-11
DOI
https://doi.org/10.1016/j.ajem.2026.03.007
Primary Topic
Electronic Health Records Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Automated auditing of emergency department documentation using large language models

Nicholas Dietrich, Brett Stubbert
The American Journal of Emergency Medicine
Electronic Health Records Systems
article

Automated auditing of emergency department documentation using large language models

Nicholas Dietrich, Brett Stubbert
article en

Abstract

LLMs demonstrate strong performance in auditing ED documentation, supporting their potential role as quality assurance tools in emergency care. Future work should explore how these systems can be integrated into real clinical workflows.

The American Journal of Emergency MedicineVol. 104
Western University (CA), Canada Research Chairs (CA)
Openalex Percentile: Top 26%
Electronic Health Records Systems
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