ICU Mortality Prediction on MIMIC-ICU cohort n=1,984 (Overall)
0.784C-IndexLLMSurvival
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLMSurvivalBackbone=Qwen2026.05 | 0.784 | 0.809 | |
| LLMSurvivalBackbone=Llama2026.05 | 0.776 | 0.805 | |
| Cox-nnet2026.05 | 0.77 | 0.798 | |
| Deepsurv2026.05 | 0.766 | 0.795 | |
| Cox2026.05 | 0.753 | 0.783 | |
| SAPS II2026.05 | 0.746 | 0.792 | |
| Deephit2026.05 | 0.73 | 0.743 |