Patient state prediction on UNOS-Lung (test)
0.6762AUROCM-RNN (MI)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| M-RNN (MI)Category=M-RNN, Imputation=Multiple Imputations2017.11 | 0.6762 | — | |
| M-RNN (SI)Category=M-RNN, Imputation=Single Imputation2017.11 | 0.6759 | — | |
| MissForestCategory=Imputation2017.11 | 0.6587 | 5.1 | |
| Matrix CompletionCategory=Others2017.11 | 0.6579 | 5.3 | |
| Auto-encoderCategory=Others2017.11 | 0.6574 | 5.5 | |
| RNN-based [24]Category=RNN-based2017.11 | 0.6561 | 5.8 | |
| RNN-based [23]Category=RNN-based2017.11 | 0.6557 | 6 | |
| RNN-based [25]Category=RNN-based2017.11 | 0.652 | 7 | |
| SplineCategory=Interpolation2017.11 | 0.652 | 7 | |
| CubicCategory=Interpolation2017.11 | 0.6517 | 7 | |
| MCMCCategory=Others2017.11 | 0.6512 | 7.2 | |
| MICECategory=Imputation2017.11 | 0.6509 | 7.2 |