Survival Prediction on CHD (Coronary Heart Disease) 90% least sparse lab missingness (test)
0.872C-IndexSeqRisk: VAE + Transformer
Evaluation Results
| Method | Links | |
|---|---|---|
| SeqRisk: VAE + TransformerLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.09 | 0.872 | |
| SeqRisk: LVAE + TransformerLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.09 | 0.848 | |
| SeqRisk: Transformer onlyLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.09 | 0.841 | |
| RSFLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.09 | 0.839 | |
| SeqRisk: VAE + MLPLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.09 | 0.806 | |
| Dynamic DeepHit (DDH)Least sparse lab test missingness=90%, Overall missingness=99.31%2024.09 | 0.759 | |
| RDSMLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.09 | 0.715 | |
| CoxLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.09 | 0.69 |