Development and validation of the prediction model
DELETION
Missing data were common in the MIMIC database. In this study, variables with a deletion rate greater than 20% were excluded. The extracted variables and missing proportions of variables are shown in The patients were randomly assigned to the training cohort (70%) and validation cohort (30%). Subsequently, a nomogram was established based on the training cohort and validated in the validation cohort.