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A scoping review of preprocessing methods for unstructured text data to assess data quality

INTRODUCTION: Unstructured text data (UTD) are increasingly found in many databases that were never intended to be used for research, including electronic medical record (EMR) databases. Data quality can impact the usefulness of UTD for research. UTD are typically prepared for analysis (i.e., prepro...

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Detalles Bibliográficos
Autores principales: Nesca, Marcello, Katz, Alan, Leung, Carson K., Lix, Lisa M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Swansea University 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476151/
https://www.ncbi.nlm.nih.gov/pubmed/37670734
http://dx.doi.org/10.23889/ijpds.v6i1.1757