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This is a Systematic Review study (also classified as: Literature Review).

A Systematic Literature Review of Artificial Intelligence in Prehospital Emergency Care

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AI in emergency medical services has shown substantial potential to improve treatment efficiency and resource use, particularly in triage situations.
The review identified 65 relevant studies from 1181 papers published between 2018 and 2025, indicating a surge in AI research in this field.
Guided by PRISMA methodology, the review evaluated AI applications, including data types, algorithms, and measurable outcomes.
Continued collaboration between AI developers and EMS professionals is critical to ensure safe integration and ethical application in practice.

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Literature review reveals AI's potential to enhance prehospital emergency care and operational efficiency.

Elfahim et al. (2025) studied this question.

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