Guo-Long Gao

Machine Learning-Based Mortality Prediction for Mechanically Ventilated Liver Failure Patients: A Retrospective Study.

PURPOSE To develop a mortality prediction model for patients with liver failure who require mechanical ventilation (MV) in ICU. MATERIALS AND METHODS This retrospective study utilized data from the MIMIC-III and MIMIC-IV (v3.0) databases. Variables included demographics, liver function markers, ventilator parameters,...