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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Shranjeno v:
Bibliografske podrobnosti
izdano v:J Am Med Inform Assoc
Main Authors: Digan, William, Névéol, Aurélie, Neuraz, Antoine, Wack, Maxime, Baudoin, David, Burgun, Anita, Rance, Bastien
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2020
Teme:
Research and Applications
Online dostop: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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