Survival Analysis (Respiratory Failure) on MIMIC-III
0.813CtdDeepHit
Evaluation results
| Method | Links | |
|---|---|---|
| DeepHitEvaluation Protocol=5-fold cross-validation2025.12 | 0.813 | |
| TRACEREvaluation Protocol=5-fold cross-validation, Covariate Embedding with Time-Decay=true, Factorized Attention=true2025.12 | 0.81 | |
| TRACER w/o FAEvaluation Protocol=5-fold cross-validation, Covariate Embedding with Time-Decay=true, Factorized Attention=false2025.12 | 0.809 | |
| TRACER w/o CETEvaluation Protocol=5-fold cross-validation, Covariate Embedding with Time-Decay=false, Factorized Attention=true2025.12 | 0.807 | |
| DynamicDeepHitEvaluation Protocol=5-fold cross-validation2025.12 | 0.791 | |
| SurvTRACEEvaluation Protocol=5-fold cross-validation2025.12 | 0.79 | |
| DeepSurvEvaluation Protocol=5-fold cross-validation2025.12 | 0.785 | |
| cs-CoxEvaluation Protocol=5-fold cross-validation2025.12 | 0.783 |