Pneumonia Prediction on MIMIC-III
0.005Integrated Brier ScoreTRACER
Evaluation Results
| Method | Links | |
|---|---|---|
| TRACERCovariate Embedding with Time-Decay=false, Factorized Attention=true, Evaluation=5-fold cross-validation2025.12 | 0.005 | |
| TRACERCovariate Embedding with Time-Decay=true, Factorized Attention=false, Evaluation=5-fold cross-validation2025.12 | 0.005 | |
| TRACERCovariate Embedding with Time-Decay=true, Factorized Attention=true, Evaluation=5-fold cross-validation2025.12 | 0.005 | |
| DeepHitEvaluation=5-fold cross-validation2025.12 | 0.006 | |
| DynamicDeepHitEvaluation=5-fold cross-validation2025.12 | 0.006 | |
| DeepSurvEvaluation=5-fold cross-validation2025.12 | 0.01 | |
| SurvTRACEEvaluation=5-fold cross-validation2025.12 | 0.011 | |
| cs-CoxEvaluation=5-fold cross-validation2025.12 | 0.012 |