Table 2.

AUC of the four models on MIMIC-III and eICU.

Model	MIMIC	eICU
Multilayer GRU (baseline)	0.779	0.762
Multilayer GRU with attention (baseline)	0.773	0.814
Multilayer LSTM (baseline)	0.762	0.811
Multilayer LSTM with attention (baseline)	0.760	0.825
Self-correcting RNN ∗	0.889	0.837
Self-correcting regression RNN with regularization∗	0.886	0.861
Self-correcting RNN with regularization∗	0.893	0.871

^∗Proposed methods.