Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encr...
Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption
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Full title
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Publisher
London: Nature Publishing Group UK
Journal title
Language
English
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Publisher
London: Nature Publishing Group UK
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Scope and Contents
Contents
Using real-world evidence in biomedical research, an indispensable complement to clinical trials, requires access to large quantities of patient data that are typically held separately by multiple healthcare institutions. We propose FAMHE, a novel federated analytics system that, based on multiparty homomorphic encryption (MHE), enables privacy-pre...
Alternative Titles
Full title
Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_d090c8b3fe944cd0bb0ec76ed369ea66
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_d090c8b3fe944cd0bb0ec76ed369ea66
Other Identifiers
ISSN
2041-1723
E-ISSN
2041-1723
DOI
10.1038/s41467-021-25972-y
