FedIMPUTE: Privacy-preserving missing value imputation for multi-site heterogeneous electronic health records

Li, S., Yan, M., Yuan, R., Liu, M., Liu, N., & Hong, C. (2025). FedIMPUTE: Privacy-preserving missing value imputation for multi-site heterogeneous electronic health records. Journal of Biomedical Informatics, 165, 104780. https://doi.org/10.1016/j.jbi.2025.104780
Authors:
Siqi Li
Mengying Yan
Ruizhi Yuan
Molei Liu
Nan Liu
Chuan Hong
Affiliated Authors:
Molei Liu
Columbia Affiliation:
Author Keywords:
clinical decision-making
electronic health records
federated learning
missing values
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Publication Type:
Article
Unique ID:
10.1016/j.jbi.2025.104780
PMID:
40054590
DOI:
10.1016/j.jbi.2025.104780
Journal:
Journal of Biomedical Informatics
Publication Date:
Data Source:
PubMed
Source Link:
View PubMed Record
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Record Created: