As shown in Fig. 5A, the 6 most important contributors tothe predictions were NOM, hematocrit, chronic obstructive pulmonary disease(COPD), brain natriuretic peptide (BNP), age, and cholinesterase (CHE). Here, NPPB is linked to chronic obstructive pulmonary disease.