Antibiotic Recommendation on Pediatric Dental Records
78.2Top-1 AccuracyKG-LLM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| KG-LLM2025.12 | 78.2 | 90.4 | 4.2 | 1.9 | 90.6 | |
| Llama-2 ClinicalKnowledge Graph=no2025.12 | 71.6 | 85.7 | 8.4 | 4.8 | 83.6 | |
| Med-PaLM 22025.12 | 70.8 | 85.4 | 9.1 | 5.4 | 82.4 | |
| BioGPT2025.12 | 67.2 | 82.1 | 10.9 | 7.1 | 78.1 | |
| ClinicalBERT2025.12 | 64.1 | 79.6 | 12.4 | 8.7 | 74.3 |