Biomedical and clinical English model packages for the Stanza Python NLP library.

Journal: Journal of the American Medical Informatics Association : JAMIA
Published Date: Aug 13, 2021

Abstract

OBJECTIVE: The study sought to develop and evaluate neural natural language processing (NLP) packages for the syntactic analysis and named entity recognition of biomedical and clinical English text.

Authors

  • Yuhao Zhang
    Biomedical Informatics Training Program, Stanford University, Stanford, CA, USA.
  • Yuhui Zhang
    Department of Mathematical and Computing Science, Tokyo Institute of Technology, 2-12-1 Ookayama, Meguro-ku, Tokyo, 152-8550, Japan. Electronic address: zhang.y.av@m.titech.ac.jp.
  • Peng Qi
  • Christopher D Manning
    Department of Linguistics, Stanford University, Stanford, CA 94305-2150, USA. Department of Computer Science, Stanford University, Stanford, CA 94305-9020, USA.
  • Curtis P Langlotz
    Stanford University, University Medical Line, Stanford, CA, 94305, US.

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