Heejin Lee

Leveraging existing corpora for de-identification of psychiatric notes using domain adaptation.

2017 · PubMed

De-identification of clinical notes is a special case of named entity recognition. Supervised machine-learning (ML) algorithms have achieved promising results for this task. However, ML-based de-identification systems often require annotating a large number of clinical …