Survival Analysis (Death) on MIMIC-IV
0.918CtdTRACER
Evaluation results
| Method | Links | |
|---|---|---|
| TRACEREvaluation Protocol=5-fold cross-validation, Covariate Embedding with Time-Decay=true, Factorized Attention=true2025.12 | 0.918 | |
| TRACER w/o CETEvaluation Protocol=5-fold cross-validation, Covariate Embedding with Time-Decay=false, Factorized Attention=true2025.12 | 0.898 | |
| DynamicDeepHitEvaluation Protocol=5-fold cross-validation2025.12 | 0.883 | |
| TRACER w/o FAEvaluation Protocol=5-fold cross-validation, Covariate Embedding with Time-Decay=true, Factorized Attention=false2025.12 | 0.826 | |
| cs-CoxEvaluation Protocol=5-fold cross-validation2025.12 | 0.702 | |
| SurvTRACEEvaluation Protocol=5-fold cross-validation2025.12 | 0.654 | |
| DeepHitEvaluation Protocol=5-fold cross-validation2025.12 | 0.652 | |
| DeepSurvEvaluation Protocol=5-fold cross-validation2025.12 | 0.498 |