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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...

詳細記述

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書誌詳細
出版年:Int J Med Inform
主要な著者: Brisimi, Theodora S., Chen, Ruidi, Mela, Theofanie, Olshevsky, Alex, Paschalidis, Ioannis Ch., Shi, Wei
フォーマット: Artigo
言語:Inglês
出版事項: 2018
主題:
オンライン・アクセス: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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