TABLE 1.

Performance comparison on MIMIC-III data.

Model type	Model	AUCROC	AUCPR
Single-modal	LSTM	0.8333	0.4418
	GRU	0.8151	0.4931
	CNN	0.8374	0.4862
	Bert	0.8386	0.465
	BioBert	0.8553	0.5031
Multi-modal	CNN + LSTM	0.8486	0.5274
	CNN + GRU	0.8358	0.5136
	Bert + LSTM	0.8458	0.5215
	BioBert + LSTM	0.8724	0.5404
	BioBert + LSTM + Fusion	0.8835	0.5632