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De-identification of clinical narratives through writing complexity measures

PURPOSE: Electronic health records contain a substantial quantity of clinical narrative, which is increasingly reused for research purposes. To share data on a large scale and respect privacy, it is critical to remove patient identifiers. De-identification tools based on machine learning have been p...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Li, Muqun, Carrell, David, Aberdeen, John, Hirschman, Lynette, Malin, Bradley A.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2014
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4215974/
https://ncbi.nlm.nih.gov/pubmed/25106934
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ijmedinf.2014.07.002
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