Table 2

Results for the time window composed by the pair training time of 0–5 hours/prediction time 6–24 hours

Training setsTesting sets
ROC-AUCAccuracySpecificitySensitivity
MIMIC-IIIeICU-CRDMIMIC-IIIeICU-CRDMIMIC-IIIeICU-CRDMIMIC-IIIeICU-CRD
MIMIC-III0.81410.76340.74700.50210.64820.35020.85360.9277
eICU-CRD0.80170.78580.74700.70600.79820.68720.69170.7581
MIMIC-III+eICU-CRD0.80350.79080.74880.68840.71430.65350.78610.7861
  • 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.