Long Length of Stay (>= 7 days) Prediction on EHR (test)
88.5AUROCEHR-RAGp
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EHR-RAGpSetting=Proposed Method2026.05 | 88.5 | 62.8 | |
| medgemma-1.5-4b-itSetting=Zero-shot, Model Category=Clinical LLMs2026.05 | 61.8 | 19.1 | |
| Mistral-7B-InstructSetting=Zero-shot, Model Category=General LLMs2026.05 | 61 | 18.6 | |
| Qwen2.5-7B-InstructSetting=Zero-shot, Model Category=General LLMs2026.05 | 53.7 | 14.7 | |
| BioMistral-7BSetting=Zero-shot, Model Category=Clinical LLMs2026.05 | 52.3 | 13.6 |