# De-identification of Clinical Text via Bi-LSTM-CRF with Neural Language Models.

> Research article (PubMed, 2019) · cited 19× · AI/ML

**Wikidata**: [openalex:W3027647720](https://www.wikidata.org/wiki/openalex:W3027647720)  
**Source**: https://4ort.xyz/entity/de-identification-of-clinical-text-via-bi-lstm-crf-with-neural-language-models