Survival Prediction on CHD (Coronary Heart Disease) 70% least sparse lab missingness (test)
0.874C-indexSeqRisk: VAE + Transformer
Evaluation Results
| Method | Links | |
|---|---|---|
| SeqRisk: VAE + TransformerLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.09 | 0.874 | |
| RSFLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.09 | 0.854 | |
| SeqRisk: LVAE + TransformerLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.09 | 0.847 | |
| SeqRisk: Transformer onlyLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.09 | 0.845 | |
| SeqRisk: VAE + MLPLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.09 | 0.835 | |
| Dynamic DeepHit (DDH)Least sparse lab test missingness=70%, Overall missingness=98.91%2024.09 | 0.769 | |
| RDSMLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.09 | 0.713 | |
| CoxLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.09 | 0.695 |