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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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Podrobná bibliografie
Vydáno v:BMC Med Genomics
Hlavní autoři: De Cock, Martine, Dowsley, Rafael, Nascimento, Anderson C. A., Railsback, Davis, Shen, Jianwei, Todoki, Ariel
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2021
Témata:
On-line přístup: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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