Text-to-UMLS linking on MIMIC-III discharge summaries (val)
0.92PrecisionSemEHR + WS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SemEHR + WSweak supervision=true, rules=true, backbone=BlueBERT-base2022.05 | 0.92 | 0.894 | 0.907 | |
| SemEHR + rulesrules=true2022.05 | 0.809 | 0.894 | 0.849 | |
| SemEHR2022.05 | 0.355 | 1 | 0.524 |