Rare Disease Identification (Text-to-ORDO) on MIMIC-III discharge summaries (val)
67.6PrecisionSemEHR + WS (rules+BERT)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SemEHR + WS (rules+BERT)Methodology=Weak supervision, BERT Model=BlueBERT-base, Rules included=true2022.05 | 67.6 | 75 | 71.1 | |
| SemEHR + rulesRules-based enhancement=true2022.05 | 53.9 | 75 | 62.7 | |
| SemEHR2022.05 | 18.7 | 95.3 | 31.3 |