Advanced fibrosis detection on Indian cohort (External val)
85SpecificityTabPFN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TabPFNClassification threshold=0.502026.05 | 85 | 47 | 66 | 53 | |
| Fine-tuned LLMClassification threshold=0.50, Evaluation protocol=Fine-tuned2026.05 | 76 | 50 | 63 | 50 | |
| s-DNNClassification threshold=0.502026.05 | 74 | 59 | 67 | 56 | |
| FIB-4Classification threshold=1.32026.05 | 66 | 53 | 60 | 48 | |
| Zero-shot LLMClassification threshold=0.50, Evaluation protocol=Zero-shot2026.05 | 56 | 58 | 57 | 47 |