Multivariate logistic regression analysis identified advanced age (OR 1.05, 95% CI [1.02–1.07], P < 0.01), lower BMI (OR 0.92, 95% CI [0.86–0.98], P < 0.01), stroke (OR 2.21, 95% [1.43–3.42], P < 0.01), ARDS (OR 4.0, 95% CI [2.17–7.37], P < 0.01), AKI (OR 2.98, 95% CI [1.77–5.01], P < 0.01), Tumor (OR 2.11, 95% [1.22–3.65], P < 0.01), elevated WBC (OR 1.20, 95% [1.14–1.27], P < 0.01), and decreased PLT (OR 0.995, 95% CI [0.993–0.998], P < 0.01) or Albumin (OR 0.93, 95% CI [0.90–0.97], P < 0.01) as risk factors independently associated with in-hospital mortality (Table 3). Here, ALB is linked to stroke disorder.