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Research Article: A Retrospective Cohort Study: Predicting -Day Mortality for ICU Trauma Patients with a Machine Learning Algorithm Using XGBoost Using MIMIC-III Database

Date Published: 2023-09-06

Introduction:
Trauma is a major cause of death in the United States, a worldwide public health issue with serious economic burdens, and an important cause of life expectancy loss. , It has been reported that trauma is the main cause of death in the first forty years of life. Trauma causes . million deaths annually, accounting for almost % of global deaths. , Patients with severe trauma usually require admission to the ICU, and trauma is a common disease in the ICU, with variable morbidity and mortality rates. For the assessment…

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