The Use of Machine Learning in Emergency Care Units: A Systematic Review.

J Prim Care Community Health · 2026 · PMC13167332 · PMID 42098996

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67 , 68 At the same time, there is a clear trend toward multi-modal inputs and NLP of triage notes in ED ML research, which can not only capture variations in clinical outcomes but also increase model opacity and implementation burden. 69 , 70 The review also provides insights into the data and software ecosystem underpinning ED ML models ( RQ2 ).

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