Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suites

BACKGROUND: The increasing complexity of data streams and computational processes in modern clinical health information systems makes reproducibility challenging. Clinical natural language processing (NLP) pipelines are routinely leveraged for the secondary use of data. Workflow management systems (...

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Vydáno v:J Am Med Inform Assoc
Hlavní autoři: Digan, William, Névéol, Aurélie, Neuraz, Antoine, Wack, Maxime, Baudoin, David, Burgun, Anita, Rance, Bastien
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2020
Témata:
Research and Applications
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7936396/
https://ncbi.nlm.nih.gov/pubmed/33319904
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa261
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