Table 1.

LSTM, LR, and XGBoost performance comparison for (a) AKI (b) prediction.

Model	Accuracy	Precision	Recall	AUROC	AUPRC
LSTM	0.854	0.628	0.673	0.873	0.699
LR	0.816	0.532	0.618	0.832	0.566
XGBoost	0.831	0.571	0.638	0.855	0.658
(a)
Model	Accuracy	Precision	Recall	AUROC	AUPRC
LSTM	0.992	0.595	0.537	0.985	0.603
LR	0.985	0.226	0.135	0.906	0.213
XGBoost	0.991	0.538	0.512	0.967	0.522
(b)