notesum.ai
Published at November 25LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report Generation
cs.CV
cs.CL
Released Date: November 25, 2024
Authors: Steven Song, Anirudh Subramanyam, Irene Madejski, Robert L. Grossman

| Comparison | LaB- RAG | RAG | SFT |
| SOTA on clinical metrics | ✓ | ✗ | ✓ |
| No fine tuning of DL models | ✓ | ✓ | ✗ |
| Uses disjoint vision/text models | ✓ | ✓ | ✗ |
| Modular inference components | ✓ | ✓ | ✗ |
| Simple model ensemble | ✓ | ✗ | ✗ |