Chronic Kidney Disease (CKD) Prognosis Prediction on SNUH CDM
0.9738ROC-AUCProQ-BERT
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ProQ-BERTAssessment Period (days)=7302025.11 | 0.9738 | 0.9283 | 93.8 | 97.59 | 93.78 | 85.72 | 89.23 | |
| ProQ-BERTAssessment Period (days)=1802025.11 | 0.9694 | 0.9511 | 91.48 | 95.19 | 85.69 | 83.33 | 83.85 | |
| ProQ-BERTAssessment Period (days)=3652025.11 | 0.9662 | 0.9425 | 92.98 | 95.35 | 88.05 | 86.74 | 86.68 | |
| CEHR-BERTAssessment Period (days)=7302025.11 | 0.8905 | 0.8421 | 83.28 | 81.77 | 81.33 | 84.95 | 83.02 | |
| CEHR-BERTAssessment Period (days)=1802025.11 | 0.8302 | 0.8385 | 75.18 | 81.07 | 78.33 | 69.04 | 72.89 | |
| CEHR-BERTAssessment Period (days)=3652025.11 | 0.818 | 0.8015 | 69.4 | 83.62 | 76.45 | 54.82 | 63.66 |