Table 3.

Comparison results of MIMIC-III.^a

Experiments	AUROCb (95% CI)	F1-score (95% CI)	AUPRCc (95% CI)	Precision (95% CI)	Recall (95% CI)
SOTAd	0.857 (0.837-0.875)	0.944 (0.938-0.950)	0.505 (0.451-0.558)	0.973 (0.967-0.979)	0.773 (0.907-0.927)
Basic FLe	0.850 (0.830-0.869)	0.944 (0.938-0.950)	0.483 (0.427-0.537)	0.975 (0.969-0.980)	0.797 (0.906-0.926)
Imbalanced FL	0.850 (0.829-0.869)	0.943 (0.937-0.949)	0.481 (0.426-0.535)	0.981 (0.976-0.986)	0.714 (0.897-0.918)

^aAll results are presented with a 95% CI by resampling 10,000 times.

^bAUROC: area under the receiver operating characteristic curve.

^cAUPRC: area under the precision-recall curve.

^dSOTA: state of the art.

^eFL: federated learning.