Clinical Information Extraction on 54 Gastric Biopsy Pathology Reports
100AccuracynMAS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| nMASFeature=Gastric/stomach biopsy2026.07 | 100 | 100 | 100 | 100 | |
| nMASFeature=Biopsy2026.07 | 100 | 100 | 100 | 100 | |
| UMA + MiniMax M2.5Feature=Gastric/stomach biopsy2026.07 | 100 | 100 | 100 | 100 | |
| UMA + MiniMax M2.5Feature=Biopsy2026.07 | 100 | 100 | 100 | 100 | |
| nMASFeature=Feature-case level2026.07 | 98.61 | 99.38 | 98.77 | 99.08 | |
| UMA + MiniMax M2.5Feature=Feature-case level2026.07 | 98.61 | 99.38 | 98.77 | 99.08 | |
| nMASFeature=H. pylori positive2026.07 | 98.15 | 100 | 96.43 | 98.18 | |
| UMA + MiniMax M2.5Feature=H. pylori positive2026.07 | 98.15 | 100 | 96.43 | 98.18 | |
| nMASFeature=H. pylori gastritis2026.07 | 96.3 | 96.3 | 96.3 | 96.3 | |
| UMA + MiniMax M2.5Feature=H. pylori gastritis2026.07 | 96.3 | 96.3 | 96.3 | 96.3 |