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ResearchFormerly WizWand

Survival Prediction on CHD (Coronary Heart Disease) 90% least sparse lab missingness (test)

0.872C-IndexSeqRisk: VAE + Transformer
0.682720.731860.7810.83014Sep 19, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SeqRisk: VAE + TransformerLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.090.872
SeqRisk: LVAE + TransformerLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.090.848
SeqRisk: Transformer onlyLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.090.841
RSFLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.090.839
SeqRisk: VAE + MLPLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.090.806
Dynamic DeepHit (DDH)Least sparse lab test missingness=90%, Overall missingness=99.31%2024.090.759
RDSMLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.090.715
CoxLeast sparse lab test missingness=90%, Overall missingness=99.31%2024.090.69