Disclosure risk evaluation on 4,160-patient clinical cohort (exported evidence)
51.2MIAStandard RAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Standard RAG2026.05 | 51.2 | 34.2 | 39.3 | |
| LLMadaptation=LoRA2026.05 | 49.7 | 33 | 38.1 | |
| ProtoMedAgent2026.05 | 41.4 | 25.8 | 34.5 |
| Method | Links | |||
|---|---|---|---|---|
| Standard RAG2026.05 | 51.2 | 34.2 | 39.3 | |
| LLMadaptation=LoRA2026.05 | 49.7 | 33 | 38.1 | |
| ProtoMedAgent2026.05 | 41.4 | 25.8 | 34.5 |