Table 2.
BioMedBERT and ClinicalBERT performance comparison for (a) AKI (b) CRRT prediction.
| Model | Accuracy | Precision | Recall | AUROC | AUPRC |
|---|---|---|---|---|---|
|
| |||||
| BioMedBERT | 0.727 | 0.376 | 0.542 | 0.742 | 0.420 |
| ClinicalBERT | 0.683 | 0.334 | 0.578 | 0.705 | 0.357 |
|
| |||||
| (a) | |||||
|
| |||||
| Model | Accuracy | Precision | Recall | AUROC | AUPRC |
|
| |||||
| BioMedBERT | 0.989 | 0.556 | 0.294 | 0.970 | 0.411 |
| ClinicalBERT | 0.987 | 0.353 | 0.118 | 0.924 | 0.219 |
|
| |||||
| (b) | |||||