Advanced fibrosis detection on Malaysian cohort External (val)
92SpecificityTabPFN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TabPFNClassification threshold=0.502026.05 | 92 | 45 | 0.69 | 52 | |
| FIB-4Classification threshold=1.32026.05 | 79 | 71 | 0.75 | 57 | |
| Fine-tuned LLMClassification threshold=0.50, Evaluation protocol=Fine-tuned2026.05 | 75 | 75 | 0.75 | 56 | |
| s-DNNClassification threshold=0.502026.05 | 74 | 81 | 0.77 | 58 | |
| Zero-shot LLMClassification threshold=0.50, Evaluation protocol=Zero-shot2026.05 | 65 | 81 | 0.73 | 52 |