Survival Prediction on CHD (Coronary Heart Disease) 23% least sparse lab missingness (test)
0.871C-indexSeqRisk: VAE + Transformer
Evaluation Results
| Method | Links | |
|---|---|---|
| SeqRisk: VAE + TransformerLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.09 | 0.871 | |
| RSFLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.09 | 0.867 | |
| SeqRisk: LVAE + TransformerLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.09 | 0.853 | |
| SeqRisk: Transformer onlyLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.09 | 0.846 | |
| SeqRisk: VAE + MLPLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.09 | 0.841 | |
| Dynamic DeepHit (DDH)Least sparse lab test missingness=23%, Overall missingness=98.34%2024.09 | 0.782 | |
| RDSMLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.09 | 0.756 | |
| CoxLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.09 | 0.688 |