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ResearchFormerly WizWand

Survival Prediction on CHD (Coronary Heart Disease) 80% least sparse lab missingness (test)

0.876C-indexSeqRisk: VAE + Transformer
0.670080.723540.7770.83046Sep 19, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SeqRisk: VAE + TransformerLeast sparse lab test missingness=80%, Overall missingness=99.08%2024.090.876
SeqRisk: LVAE + TransformerLeast sparse lab test missingness=80%, Overall missingness=99.08%2024.090.849
RSFLeast sparse lab test missingness=80%, Overall missingness=99.08%2024.090.847
SeqRisk: Transformer onlyLeast sparse lab test missingness=80%, Overall missingness=99.08%2024.090.847
SeqRisk: VAE + MLPLeast sparse lab test missingness=80%, Overall missingness=99.08%2024.090.799
Dynamic DeepHit (DDH)Least sparse lab test missingness=80%, Overall missingness=99.08%2024.090.764
RDSMLeast sparse lab test missingness=80%, Overall missingness=99.08%2024.090.707
CoxLeast sparse lab test missingness=80%, Overall missingness=99.08%2024.090.678