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A new analytical framework for missing data imputation and classification with uncertainty: Missing data imputation and heart failure readmission prediction

BACKGROUND: The wide adoption of electronic health records (EHR) system has provided vast opportunities to advance health care services. However, the prevalence of missing values in EHR system poses a great challenge on data analysis to support clinical decision-making. The objective of this study i...

詳細記述

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書誌詳細
出版年:PLoS One
主要な著者: Hu, Zhiyong, Du, Dongping
フォーマット: Artigo
言語:Inglês
出版事項: Public Library of Science 2020
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC7505424/
https://ncbi.nlm.nih.gov/pubmed/32956366
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0237724
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