Survival Analysis (Septicemia) on MIMIC-III
0.888CtdSurvTRACE
Evaluation results
| Method | Links | |
|---|---|---|
| SurvTRACEEvaluation Protocol=5-fold cross-validation2025.12 | 0.888 | |
| DeepSurvEvaluation Protocol=5-fold cross-validation2025.12 | 0.88 | |
| cs-CoxEvaluation Protocol=5-fold cross-validation2025.12 | 0.871 | |
| DynamicDeepHitEvaluation Protocol=5-fold cross-validation2025.12 | 0.85 | |
| TRACEREvaluation Protocol=5-fold cross-validation, Covariate Embedding with Time-Decay=true, Factorized Attention=true2025.12 | 0.85 | |
| TRACER w/o CETEvaluation Protocol=5-fold cross-validation, Covariate Embedding with Time-Decay=false, Factorized Attention=true2025.12 | 0.849 | |
| TRACER w/o FAEvaluation Protocol=5-fold cross-validation, Covariate Embedding with Time-Decay=true, Factorized Attention=false2025.12 | 0.846 | |
| DeepHitEvaluation Protocol=5-fold cross-validation2025.12 | 0.843 |