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C3-4: An Algorithm to Combine Machine Learning and Structured Data to Automate De-identification of Clinical Text

BACKGROUND/AIMS: Clinical text is an important resource for research. To maintain patient privacy when researching this text, we use de-identification. The hiding in plain sight (HIPS) method is promising; it replaces personally identifiable information (PII) with realistic surrogates so any remaini...

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Pubblicato in:Clin Med Res
Autori principali: Tran, Diem-Thy, Halgrim, Scott, Carrell, David
Natura: Artigo
Lingua:Inglês
Pubblicazione: Marshfield Clinic 2014
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4453374/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3121/cmr.2014.1250.c3-4
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