notesum.ai
Published at November 22Enhancing Clinical Trial Patient Matching through Knowledge Augmentation with Multi-Agents
cs.MA
Released Date: November 22, 2024
Authors: Hanwen Shi1, Jin Zhang2, Kunpeng Zhang1
Aff.: 1University of Maryland; 2Pi Health
| Metric | Zero-shot | CoT | MAKA |
|---|---|---|---|
| Accuracy | 0.8924 | 0.9201 | 0.9306 |
| Precision | 0.4615 | 0.5676 | 0.6333 |
| Recall | 0.6429 | 0.7500 | 0.6786 |
| F1-Score | 0.5373 | 0.6462 | 0.6552 |