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Using word embeddings to improve the privacy of clinical notes

OBJECTIVE: In this work, we introduce a privacy technique for anonymizing clinical notes that guarantees all private health information is secured (including sensitive data, such as family history, that are not adequately covered by current techniques). MATERIALS AND METHODS: We employ a new “random...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Abdalla, Mohamed, Abdalla, Moustafa, Rudzicz, Frank, Hirst, Graeme
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7309261/
https://ncbi.nlm.nih.gov/pubmed/32388549
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa038
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