An automated data cleaning method for Electronic Health Records by incorporating clinical knowledge

An automated data cleaning method for Electronic Health Records by incorporating clinical knowledge

Abstract Background The use of Electronic Health Records (EHR) data in clinical research is incredibly increasing, but the abundancy of data resources raises the challenge of data cleaning. It can save time if the data cleaning can be done automatically. In addition, the automated data cleaning tool...

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Bibliographic Details
Main Authors: Xi Shi, Charlotte Prins, Gijs Van Pottelbergh, Pavlos Mamouris, Bert Vaes, Bart De Moor
Format: Article
Language:English
Published: BMC 2021-09-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Data cleaning
Automated method
Clinical decision support
Online Access:https://doi.org/10.1186/s12911-021-01630-7

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