In-hospital Mortality Prediction on EHR (Electronic Health Records) (test)
0.94AUROCEHR-RAGp
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EHR-RAGpSetting=Proposed Method2026.05 | 0.94 | 0.716 | |
| Qwen2.5-7B-InstructSetting=Zero-shot, Model Category=General LLMs2026.05 | 0.747 | 0.367 | |
| Mistral-7B-InstructSetting=Zero-shot, Model Category=General LLMs2026.05 | 0.723 | 0.313 | |
| medgemma-1.5-4b-itSetting=Zero-shot, Model Category=Clinical LLMs2026.05 | 0.594 | 0.138 | |
| BioMistral-7BSetting=Zero-shot, Model Category=Clinical LLMs2026.05 | 0.594 | 0.147 |