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Effects of Data Anonymization by Cell Suppression on Descriptive Statistics and Predictive Modeling Performance

Protecting individual data in disclosed databases is essential. Data anonymization strategies can produce table ambiguation by suppression of selected cells. Using table ambiguation, different degrees of anonymization can be achieved, depending on the number of individuals that a particular case mus...

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Detalhes bibliográficos
Main Authors: Ohno-Machado, Lucila, Vinterbo, Staal, Dreiseitl, Stephan
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2002
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC419433/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1197/jamia.M1241
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