The results showed that there were statistically significant differences between the two groups in terms of WBC, neutrophil percentage, albumin, NPAR, CRP, anti-infective therapy before admission, mRS score upon admission, seizures, autonomic dysfunction, consciousness declination, ICU admission, and pneumonia (P < 0.05). Here, ALB is linked to pneumonia.