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Privacy-preserving logistic regression with secret sharing

BACKGROUND: Logistic regression (LR) is a widely used classification method for modeling binary outcomes in many medical data classification tasks. Researchers that collect and combine datasets from various data custodians and jurisdictions can greatly benefit from the increased statistical power to...

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Detalles Bibliográficos
Autores principales: Ghavamipour, Ali Reza, Turkmen, Fatih, Jiang, Xiaoqian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8977014/
https://www.ncbi.nlm.nih.gov/pubmed/35366870
http://dx.doi.org/10.1186/s12911-022-01811-y