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ResearchFormerly WizWand

Survival Prediction on CHD (Coronary Heart Disease) 70% least sparse lab missingness (test)

0.874C-indexSeqRisk: VAE + Transformer
0.687840.736170.78450.83283Sep 19, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SeqRisk: VAE + TransformerLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.090.874
RSFLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.090.854
SeqRisk: LVAE + TransformerLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.090.847
SeqRisk: Transformer onlyLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.090.845
SeqRisk: VAE + MLPLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.090.835
Dynamic DeepHit (DDH)Least sparse lab test missingness=70%, Overall missingness=98.91%2024.090.769
RDSMLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.090.713
CoxLeast sparse lab test missingness=70%, Overall missingness=98.91%2024.090.695