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Enabling genomic-phenomic association discovery without sacrificing anonymity.
Heatherly RD, Loukides G, Denny JC, Haines JL, Roden DM, Malin BA. Heatherly RD, et al. PLoS One. 2013;8(2):e53875. doi: 10.1371/journal.pone.0053875. Epub 2013 Feb 6. PLoS One. 2013. PMID: 23405076 Free PMC article.
We show that more pragmatic assumptions enable the design of anonymization algorithms that permit the dissemination of detailed clinical profiles with provable guarantees of protection. We demonstrate this strategy with a dataset of over one million medical records …
We show that more pragmatic assumptions enable the design of anonymization algorithms that permit the dissemination of detaile …