Clinician validation on CKD longitudinal EHRs (random 25 patients)
100Relaxed R/URegular TimeGAN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Regular TimeGANModel=Regular TimeGAN2025.11 | 100 | 25 | 3.813 | 3.438 | 0.75 | |
| Augmented TimeGANModel=Augmeted TimeGAN2025.11 | 100 | 80 | 3.7 | 3.25 | 0.96 | |
| DP-TimeGANModel=DP-TimeGAN2025.11 | 100 | 100 | 4.354 | 4.229 | 0.95 | |
| Real DataModel=Real Data2025.11 | 85.7 | 14.3 | 3.286 | 3.036 | — |