Results for the time window composed by the pair training time of 0–5 hours/prediction time 6–24 hours
Training sets | Testing sets | |||||||
ROC-AUC | Accuracy | Specificity | Sensitivity | |||||
MIMIC-III | eICU-CRD | MIMIC-III | eICU-CRD | MIMIC-III | eICU-CRD | MIMIC-III | eICU-CRD | |
MIMIC-III | 0.8141 | 0.7634 | 0.7470 | 0.5021 | 0.6482 | 0.3502 | 0.8536 | 0.9277 |
eICU-CRD | 0.8017 | 0.7858 | 0.7470 | 0.7060 | 0.7982 | 0.6872 | 0.6917 | 0.7581 |
MIMIC-III+eICU-CRD | 0.8035 | 0.7908 | 0.7488 | 0.6884 | 0.7143 | 0.6535 | 0.7861 | 0.7861 |
eICU-CRD, eICU Collaborative Research Database; MIMIC-III, Medical Information Mart for Intensive Care-III; ROC-AUC, area under the curve of the receiving operating curve.