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High performance logistic regression for privacy-preserving genome analysis

BACKGROUND: In biomedical applications, valuable data is often split between owners who cannot openly share the data because of privacy regulations and concerns. Training machine learning models on the joint data without violating privacy is a major technology challenge that can be addressed by comb...

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Bibliografiske detaljer
Udgivet i:BMC Med Genomics
Main Authors: De Cock, Martine, Dowsley, Rafael, Nascimento, Anderson C. A., Railsback, Davis, Shen, Jianwei, Todoki, Ariel
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7818577/
https://ncbi.nlm.nih.gov/pubmed/33472626
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12920-020-00869-9
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