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Comparative Study of Various Approaches for Ensemble-based De-identification of Electronic Health Record Narratives

De-identification of electric health record narratives is a fundamental task applying natural language processing to better protect patient information privacy. We explore different types of ensemble learning methods to improve clinical text de-identification. We present two ensemble-based approache...

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Detalhes bibliográficos
Publicado no:AMIA Annu Symp Proc
Main Authors: Kim, Youngjun, Heider, Paul M., Meystre, Stéphane M.
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8075417/
https://ncbi.nlm.nih.gov/pubmed/33936439
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