The decision tree analysis identified C-reactive protein (CRP) level, the presence of gangrene, and the gallbladder (GB) wall’s Hounsfield unit (HU) value as key predictors of complicated acute cholecystitis (ACC). Here, CRP is linked to Cholecystitis, Acute.