ImputEHR: A Visualization Tool of Imputation for the Prediction of Biomedical Data

Electronic health records (EHRs) have been widely adopted in recent years, but often include a high proportion of missing data, which can create difficulties in implementing machine learning and other tools of personalized medicine. Completed datasets are preferred for a number of analysis methods,...

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Bibliographic Details
Main Authors: Yi-Hui Zhou, Ehsan Saghapour
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.691274/full