Predictors of HE
sepsis, APSIII, chronic pulmonary disease, malignant cancer, dementia, organ failure, paraplegia, rheumatic disease, peripheral vascular disease, cerebrovascular disease, diabetes
MYOCARDIAL INFARCTION, LIVER DISEASE, RENAL DISEASE, CONGESTIVE HEART FAILURE, PARAPLEGIA, ACQUIRED IMMUNODEFICIENCY SYNDROME (AIDS), PEPTIC ULCER DISEASE, SEPSIS, DIABETES
Candidate predictors extracted from MIMIC-IV included baseline information and laboratory parameters. The baseline characteristics included: age, sex, race, body mass index (BMI), myocardial infarction, congestive heart failure, peripheral vascular disease, cerebrovascular disease, dementia, chronic pulmonary disease, rheumatic disease, peptic ulcer disease, diabetes, paraplegia, renal disease, malignant cancer, severe liver disease, metastatic solid tumor, acquired immunodeficiency syndrome (AIDS), temperature, mean artery pressure (MAP), heart rate, respiratory rate, red blood cell (RBC), white blood cell (WBC), hemoglobin (HGB), platelet (PLT), red cell distribution width (RDW), hematocrit (HCT), activated partial thromboplastin time (APTT), prothrombin time (PT), international normalized ratio (INR), bicarbonate, lactate, base excess (BE), anion gap, chloride, calcium, sodium, potassium, glucose, creatinine, blood urea nitrogen (BUN), total bilirubin (TBIL), albumin, alanine transaminase (ALT), aspartate transaminase (AST), alkaline phosphatase (ALP), urine output, sepsis related organ failure assessment (SOFA) and acute physiology score III (APSIII). All data used for prediction were from < 24 h after ICU admission.