1-Year Mortality Prediction on EHR (Electronic Health Records) (test)
0.821AUROCEHR-RAGp
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EHR-RAGpSetting=Proposed Method2026.05 | 0.821 | 0.396 | |
| Qwen2.5-7B-InstructSetting=Zero-shot, Model Category=General LLMs2026.05 | 0.548 | 0.142 | |
| medgemma-1.5-4b-itSetting=Zero-shot, Model Category=Clinical LLMs2026.05 | 0.531 | 0.146 | |
| BioMistral-7BSetting=Zero-shot, Model Category=Clinical LLMs2026.05 | 0.516 | 0.136 | |
| Mistral-7B-InstructSetting=Zero-shot, Model Category=General LLMs2026.05 | 0.511 | 0.13 |