Fig. 1From: Hyperchloremia in critically ill patients: association with outcomes and prediction using electronic health record dataStudy design. Data was extracted from MIMIC-III and organized into feature sets and outcome measures based on clinical guidelines and expertise. Statistical analysis determined the significance of associations. Imputation and standardization of both training and testing set data were performed using only training set medians and meansBack to article page