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ResearchFormerly WizWand

Survival Prediction on CHD (Coronary Heart Disease) 23% least sparse lab missingness (test)

0.871C-indexSeqRisk: VAE + Transformer
0.680680.730090.77950.82891Sep 19, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SeqRisk: VAE + TransformerLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.090.871
RSFLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.090.867
SeqRisk: LVAE + TransformerLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.090.853
SeqRisk: Transformer onlyLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.090.846
SeqRisk: VAE + MLPLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.090.841
Dynamic DeepHit (DDH)Least sparse lab test missingness=23%, Overall missingness=98.34%2024.090.782
RDSMLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.090.756
CoxLeast sparse lab test missingness=23%, Overall missingness=98.34%2024.090.688