As shown in Table 1, the basic variables of most of the patients showed no statistical differences (p > 0.05) between the training set and the test set, such as general conditions (gender and age), medical history (hypertension, diabetes, etc.), neurological score scales (NIHSS and GCS), and laboratory tests (BNP, etc.). Here, NPPB is linked to diabetes mellitus.