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The anatomy of a distributed predictive modeling framework: online learning, blockchain network, and consensus algorithm

OBJECTIVE: Cross-institutional distributed healthcare/genomic predictive modeling is an emerging technology that fulfills both the need of building a more generalizable model and of protecting patient data by only exchanging the models but not the patient data. In this article, the implementation de...

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Publicat a:JAMIA Open
Autor principal: Kuo, Tsung-Ting
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7382618/
https://ncbi.nlm.nih.gov/pubmed/32734160
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamiaopen/ooaa017
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