Clinical Occurrence Extraction on Expert-labeled gold-standard dataset
84.13PrecisionProposed Extraction System
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Proposed Extraction SystemFeature Group=Traumatic Spinal Chord Injury2025.12 | 84.13 | 86.89 | 85.48 | 82 | 53 | 29 | 10 | 8 | |
| Proposed Extraction SystemFeature Group=Type 2 Diabetes Mellitus (T2DM)2025.12 | 83.33 | 78.95 | 81.08 | 93 | 15 | 78 | 3 | 4 | |
| Proposed Extraction SystemFeature Group=Myocardial Infarction (MI)2025.12 | 70 | 77.78 | 73.68 | 95 | 7 | 88 | 3 | 2 | |
| Proposed Extraction SystemFeature Group=Transient Ischemic Attack (TIA)2025.12 | 40 | 100 | 57.14 | 97 | 2 | 95 | 3 | 0 | |
| Proposed Extraction SystemFeature Group=Stroke2025.12 | 21.43 | 50 | 30 | 86 | 3 | 83 | 11 | 3 |