Text-to-UMLS linking on MIMIC-III seen in WS n=499 (test)
83.3PrecisionSemEHR + WS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SemEHR + WSComponents=rules + BlueBERT, Supervision=Weak Supervision2021.05 | 83.3 | 87.5 | 85.4 | |
| GHNL APISource=Google Healthcare Natural Language API2021.05 | 54.3 | 62.5 | 58.1 | |
| SemEHRReference recall=100%2021.05 | 16 | 100 | 27.6 |