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Federated learning of predictive models from federated Electronic Health Records

BACKGROUND: In an era of “big data,” computationally efficient and privacy-aware solutions for large-scale machine learning problems become crucial, especially in the healthcare domain, where large amounts of data are stored in different locations and owned by different entities. Past research has b...

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Detalhes bibliográficos
Publicado no:Int J Med Inform
Main Authors: Brisimi, Theodora S., Chen, Ruidi, Mela, Theofanie, Olshevsky, Alex, Paschalidis, Ioannis Ch., Shi, Wei
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5836813/
https://ncbi.nlm.nih.gov/pubmed/29500022
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ijmedinf.2018.01.007
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