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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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| Published in: | AMIA Annu Symp Proc |
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| Main Authors: | , , , |
| Format: | Artigo |
| Language: | Inglês |
| Published: |
American Medical Informatics Association
2018
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5977650/ https://ncbi.nlm.nih.gov/pubmed/29854175 |
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