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

<h4>Background</h4>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 object...

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Bibliographic Details
Main Authors: Zhiyong Hu, Dongping Du
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0237724