Rare Disease Mining on MIMIC RD Code 3
46PrecisionRDMA (Mistral 24B)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RDMA (Mistral 24B)FT=✗2025.07 | 46 | 62 | 53 | |
| Dictionary MatchFT=✗2025.07 | 30 | 45 | 36 | |
| BioClinicalBERTFT=✓2025.07 | 2.6 | 52.7 | 5 | |
| BioBERTFT=✓2025.07 | 2.5 | 47.3 | 4.7 | |
| RAG (RD / HPO) (Llama 3.3 70B)FT=✗2025.07 | 1.7 | 57 | 3 | |
| i2b2 Clinical BERTFT=✓2025.07 | 1 | 65.1 | 1.9 | |
| Zero-Shot (Llama 3.3 70B)FT=✗2025.07 | 0.1 | 0.7 | 0.2 |