September 25, 2025CureusOpen Access

Use of Artificial Intelligence in Triage in Hospital Emergency Departments: A Scoping Review

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Machine learning models showed superior discrimination abilities compared to conventional triage methods, improving patient outcomes.
Integration of AI in triage processes enhanced predictive accuracy and risk assessment significantly for urgent patient care.
AI algorithms successfully determined hospitalization necessity for urgent patients, improving overall resource allocation.
The study identifies potential shifts in triage methodology due to machine learning's predictive capabilities in emergency settings.

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Scoping review shows AI enhances patient triage and predictive accuracy in emergency departments, indicating potential improvements in care.

Tyler et al. (2025) studied this question.

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Scoping review shows AI enhances patient triage and predictive accuracy in emergency departments, indicating potential improvements in care.