Rare disease identification on Tayside Brain Imaging
53.2PrecisionSemEHR + SS (transfer)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SemEHR + SS (transfer)Task=Text to ORDO, Supervision=Strong, Domain Setting=Transfer2022.05 | 53.2 | 59.5 | 56.2 | |
| SemEHR + WS (+ tuning F1)Task=Text to ORDO, Supervision=Weak, Tuning Strategy=Optimized for F12022.05 | 46.3 | 73.8 | 56.9 | |
| SemEHR + WS (+ tuning R)Task=Text to ORDO, Supervision=Weak, Tuning Strategy=Optimized for Recall2022.05 | 32.4 | 78.6 | 45.8 | |
| SemEHR + WS (transfer)Task=Text to ORDO, Supervision=Weak, Domain Setting=Transfer2022.05 | 31.4 | 76.2 | 44.4 | |
| SemEHR + rules (tuned)Task=Text to ORDO, Rule-based=true, Tuned=true2022.05 | 31.4 | 76.2 | 44.4 | |
| SemEHR + WS (in-domain)Task=Text to ORDO, Supervision=Weak, Domain Setting=In-domain2022.05 | 26.4 | 78.6 | 39.5 | |
| SemEHRTask=Text to ORDO2022.05 | 13.1 | 78.6 | 22.4 |