Resilience of clinical text de-identified with “hiding in plain sight” to hostile reidentification attacks by human readers

OBJECTIVE: Effective, scalable de-identification of personally identifying information (PII) for information-rich clinical text is critical to support secondary use, but no method is 100% effective. The hiding-in-plain-sight (HIPS) approach attempts to solve this “residual PII problem.” HIPS replace...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Carrell, David S, Malin, Bradley A, Cronkite, David J, Aberdeen, John S, Clark, Cheryl, Li, Muqun (Rachel), Bastakoty, Dikshya, Nyemba, Steve, Hirschman, Lynette
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Research and Applications
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7647331/
https://ncbi.nlm.nih.gov/pubmed/32930712
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa095
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