2024
DOI: 10.1002/emp2.13190
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A risk prediction model for efficient intubation in the emergency department: A 4‐year single‐center retrospective analysis

Hongbo Ding,
Xue Feng,
Qi Yang
et al.

Abstract: ObjectiveTo analyze the risk factors associated with intubated critically ill patients in the emergency department (ED) and develop a prediction model by machine learning algorithms.MethodsThis study was conducted in an academic tertiary hospital in Hangzhou, China. Critically ill patients admitted to the ED were retrospectively analyzed from May 2018 to July 2022. The demographic characteristics, distribution of organ dysfunction, parameters for different organs’ examination, and status of mechanical ventilat… Show more

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