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Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis

Tensor factorization has been demonstrated as an efficient approach for computational phenotyping, where massive electronic health records (EHRs) are converted to concise and meaningful clinical concepts. While distributing the tensor factorization tasks to local sites can avoid direct data sharing,...

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Detalles Bibliográficos
Publicado en:Proc ACM Int Conf Inf Knowl Manag
Main Authors: Ma, Jing, Zhang, Qiuchen, Lou, Jian, Ho, Joyce C., Xiong, Li, Jiang, Xiaoqian
Formato: Artigo
Idioma:Inglês
Publicado: 2019
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6940039/
https://ncbi.nlm.nih.gov/pubmed/31897355
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/3357384.3357878
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