Association between the (neutrophil + monocyte)/albumin ratio and all-cause mortality in sepsis patients: a retrospective cohort study and predictive model establishment according to machine learning - Liu, Lulu; Ma, Qian; Yu, Guangzan; Ji, Xuhou; He, Hua (BMC infectious diseases, 2025)
Keywords: (neutrophil + monocyte)/albumin ratio; Aged; Albumin; Algorithms; Analysis; Blood; Blood Cell Count; Boruta algorithm; Care and treatment; China; Cohort Studies; Complications and side effects; Data mining; Female; Forecasts and trends; Humans; Infection; Machine Learning; Male; Medical examination; Medical research; Medicine, Experimental; Middle Aged; Monocytes; Mortality; Multiple organ failure; Neutrophils; Patient outcomes; Predictive Learning Models; Prevention; Retrospective Studies; Risk Factors; Sepsis; Sepsis - blood; Sepsis - diagnosis; Sepsis - mortality; Serum Albumin, Human - analysis; China; Sepsis; (neutrophil + monocyte)/albumin ratio; Boruta algorithm; Machine learning