Dialysis prediction on TriNetX EHR (test)
0.697AUCLogistic Regression
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Logistic Regressionobservation window=365 days2026.04 | 0.697 | 0.054 | 12 | 15.9 | 13.7 | 0.762 | 0.26 | |
| Transformerobservation window=90 days2026.04 | 0.694 | 0.094 | 20.9 | 19.3 | 20.1 | 0.883 | 0.019 | |
| Logistic Regressionobservation window=90 days2026.04 | 0.665 | 0.045 | 9.9 | 14.4 | 11.8 | 0.767 | 0.138 | |
| Transformerobservation window=365 days2026.04 | 0.657 | 0.079 | 15.9 | 22.1 | 18.5 | 0.207 | 0.026 | |
| Linear SVMobservation window=365 days2026.04 | 0.573 | 0.037 | 8.8 | 11.9 | 10.1 | 0.185 | — | |
| Linear SVMobservation window=90 days2026.04 | 0.495 | 0.014 | 2.3 | 8.4 | 3.6 | 0.577 | — |