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

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 notes of interest, which is co...

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Bibliographic Details
Published in:AMIA Annu Symp Proc
Main Authors: Lee, Hee-Jin, Zhang, Yaoyun, Roberts, Kirk, Xu, Hua
Format: Artigo
Language:Inglês
Published: American Medical Informatics Association 2018
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5977650/
https://ncbi.nlm.nih.gov/pubmed/29854175
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