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Applying Natural Language Processing to Textual Data From Clinical Data Warehouses: Systematic Review.

Adrien BazogeEmmanuel MorinBéatrice DaillePierre-Antoine Gourraud
Published in: JMIR medical informatics (2023)
CDWs are central to the secondary use of clinical texts for research purposes. Although the use of NLP on data from CDWs is growing, there remain challenges in this field, especially with regard to languages other than English. Clinical NLP is an effective strategy for accessing, extracting, and transforming data from CDWs. Information retrieved with NLP can assist in clinical research and have an impact on clinical practice.
Keyphrases
  • systematic review
  • electronic health record
  • big data
  • clinical practice
  • randomized controlled trial
  • healthcare
  • data analysis
  • machine learning
  • health information