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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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Bibliografiska uppgifter
I publikationen:BMC Med Genomics
Huvudupphovsmän: De Cock, Martine, Dowsley, Rafael, Nascimento, Anderson C. A., Railsback, Davis, Shen, Jianwei, Todoki, Ariel
Materialtyp: Artigo
Språk:Inglês
Publicerad: BioMed Central 2021
Ämnen:
Länkar: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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