Table 3.

Multimodal and unimodal model performance comparison for (a) AKI (b) CRRT prediction.

Model	Accuracy	Precision	Recall	AUROC	AUPRC
Multi-Modal	0.860	0.642	0.693	0.888	0.727
LSTM	0.854	0.628	0.673	0.873	0.699
BioMedBERT	0.727	0.376	0.542	0.742	0.420
(a)
Model	Accuracy	Precision	Recall	AUROC	AUPRC
Multi-Modal	0.997	0.895	0.829	0.997	0.840
LSTM	0.992	0.595	0.537	0.985	0.603
BioMedBERT	0.989	0.556	0.294	0.970	0.411
(b)