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0001), and smoking status (P=0.001) than non-cerebral infarction group. The NLR (P0.0001) was higher in the cerebral infarction group. There was no significant difference in NIHSS (P=0.09). Logistic analysis revealed that male gender (P=0.046), a history of hypertension (P=0.001), diabetes mellitus (P=0.001), smoking (P=0.023), and NLR (P0.0001) were the best predictors of cerebral infarction. When integrating ****, hypertension, diabetes mellitus, smoking and NLR, the area under ROC value of the combined method was 0.785, higher t