. Author manuscript; available in PMC: 2023 Sep 12.

Published in final edited form as: IEEE J Biomed Health Inform. 2023 Feb 3;27(2):1106–1117. doi: 10.1109/JBHI.2022.3224727

Table II. Model Performance Evaluation For Risk Prediction.

Model	HF	Diabetes	CKD	Stroke
AUROC
BEHRT	0.93	0.88	0.91	0.89
Med-BERT	0.92	0.91	0.90	0.89
CEHR-BERT	0.94	0.92	0.91	0.89
Hi-BEHRT	0.96	0.93	0.93	0.90
AUPRC
BEHRT	0.71	0.66	0.76	0.76
Med-BERT	0.67	0.72	0.76	0.77
CEHR-BERT	0.74	0.73	0.77	0.78
Hi-BEHRT	0.77	0.74	0.79	0.79