Ontology-driven weak supervision for clinical entity classification in electronic health records
oleh: Jason A. Fries, Ethan Steinberg, Saelig Khattar, Scott L. Fleming, Jose Posada, Alison Callahan, Nigam H. Shah
| Format: | Article |
|---|---|
| Diterbitkan: | Nature Portfolio 2021-04-01 |
Deskripsi
In the electronic health record, using clinical notes to identify entities such as disorders and their temporality can inform many important analyses. Here, the authors present a framework for weakly supervised entity classification using medical ontologies and expert-generated rules.