Prediction of Extubation Failure for Intensive Care Unit Patients Using Light Gradient Boosting Machine
IEEE ACCESS, pp. 150960.0-150968.0, 2019.
Extubation failure is a complex and ongoing problem in the intensive care unit (ICU). It refers to the patients who require re-intubation after extubation (namely disconnection from mechanical ventilation). In these patients, extubation failure leads to severe risks associated with re-intubation and is associated with increased mortalitie...More
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