Ruizhi Yuan

Duke University

100 Fuqua Drive

Durham, NC 27708-0204

United States

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Fedimpute: Privacy-Preserving Missing Value Imputation for Multi-Site Heterogeneous Electronic Health Records

Number of pages: 42 Posted: 22 Aug 2024
Siqi Li, Mengying Yan, Ruizhi Yuan, Molei Liu, Nan Liu and Chuan Hong
National University of Singapore (NUS) - Duke-NUS Medical School-Centre for Quantitative Medicine, Duke University, Duke University, Columbia University, Duke-National University of Singapore Medical School - Centre for Quantitative Medicine and Duke University - Department of Biostatistics and Bioinformatics
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Abstract:

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Clinical decision-making, Electronic Health Records, federated learning, Missing values