ICU Mortality Prediction on MIMIC-ICU cohort n=1,955 (1 day)
0.832C-IndexLLMSurvival
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLMSurvivalBackbone=Qwen2026.05 | 0.832 | 0.839 | |
| LLMSurvivalBackbone=Llama2026.05 | 0.824 | 0.831 | |
| Cox-nnet2026.05 | 0.82 | 0.826 | |
| Deepsurv2026.05 | 0.816 | 0.823 | |
| Cox2026.05 | 0.784 | 0.791 | |
| SAPS II2026.05 | 0.771 | 0.779 | |
| Deephit2026.05 | 0.743 | 0.749 |