A predictive model for 30-day mortality risk in ICU patients with fungemia was then built based on R software. 
R software
The data extracted from the MIMIC-III database functioned as the training dataset, which was used to construct a predictive model for 30-day mortality risk in ICU patients with fungemia; the data from the hospital functioned as the validation dataset, which was used to validate the model. 
MIMIC-III database
Data of ICU patients with fungemia from both the Medical Information Mart for Intensive Care (MIMIC-III) database and the Grade-III Class-A hospital in China were collected. 
Grade-III Class-A hospital