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Reducing patient re-identification risk for laboratory results within research datasets.
Atreya RV, Smith JC, McCoy AB, Malin B, Miller RA. Atreya RV, et al. J Am Med Inform Assoc. 2013 Jan 1;20(1):95-101. doi: 10.1136/amiajnl-2012-001026. Epub 2012 Jul 21. J Am Med Inform Assoc. 2013. PMID: 22822040 Free PMC article.
OBJECTIVE: To try to lower patient re-identification risks for biomedical research databases containing laboratory test results while also minimizing changes in clinical data interpretation. ...A rank-based re-identification …
OBJECTIVE: To try to lower patient re-identification risks for biomedical research databases containing labor …
De-identification methods for open health data: the case of the Heritage Health Prize claims dataset.
El Emam K, Arbuckle L, Koru G, Eze B, Gaudette L, Neri E, Rose S, Howard J, Gluck J. El Emam K, et al. J Med Internet Res. 2012 Feb 27;14(1):e33. doi: 10.2196/jmir.2001. J Med Internet Res. 2012. PMID: 22370452 Free PMC article.
For each attack the re-identification probability was evaluated. If it was deemed too high then a new de-identification algorithm was applied to reduce the risk to an acceptable level. We performed an actual evaluation of re-identification …
For each attack the re-identification probability was evaluated. If it was deemed too high then a new de-identification algori …