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An automated data cleaning method for Electronic Health Records by incorporating clinical knowledge
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 tools for da...
Autores principales: | Shi, Xi, Prins, Charlotte, Van Pottelbergh, Gijs, Mamouris, Pavlos, Vaes, Bert, De Moor, Bart |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8449435/ https://www.ncbi.nlm.nih.gov/pubmed/34535146 http://dx.doi.org/10.1186/s12911-021-01630-7 |
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