ICU Mortality Prediction on MIMIC-ICU cohort 7 day n=1,239
0.772C-IndexLLMSurvival
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLMSurvivalBackbone=Qwen2026.05 | 0.772 | 0.797 | |
| LLMSurvivalBackbone=Llama2026.05 | 0.765 | 0.792 | |
| Cox-nnet2026.05 | 0.76 | 0.785 | |
| Deepsurv2026.05 | 0.756 | 0.78 | |
| Cox2026.05 | 0.744 | 0.771 | |
| Deephit2026.05 | 0.733 | 0.76 | |
| SAPS II2026.05 | 0.726 | 0.753 |