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Privacy-preserving model learning on a blockchain network-of-networks

OBJECTIVE: To facilitate clinical/genomic/biomedical research, constructing generalizable predictive models using cross-institutional methods while protecting privacy is imperative. However, state-of-the-art methods assume a “flattened” topology, while real-world research networks may consist of “ne...

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Detalles Bibliográficos
Autores principales: Kuo, Tsung-Ting, Kim, Jihoon, Gabriel, Rodney A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7025358/
https://www.ncbi.nlm.nih.gov/pubmed/31943009
http://dx.doi.org/10.1093/jamia/ocz214