ICU Mortality Prediction on MIMIC-ICU cohort n=1,885 (2 day)
0.841C-IndexLLMSurvival
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLMSurvivalBackbone=Qwen2026.05 | 0.841 | 0.853 | |
| LLMSurvivalBackbone=Llama2026.05 | 0.828 | 0.839 | |
| Deepsurv2026.05 | 0.825 | 0.835 | |
| Cox-nnet2026.05 | 0.819 | 0.829 | |
| Cox2026.05 | 0.793 | 0.804 | |
| SAPS II2026.05 | 0.784 | 0.795 | |
| Deephit2026.05 | 0.755 | 0.763 |