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A Syntactic Information-Based Classification Model for Medical Literature: Algorithm Development and Validation Study.

Wentai TangJian WangHongfei LinDi ZhaoBo XuYijia ZhangZhihao Yang
Published in: JMIR medical informatics (2022)
Our model based on syntactic information effectively enhances medical relation extraction. Furthermore, the results of the experiments show that shallow syntactic information helps obtain nonlocal interaction in sentences and effectively reinforces syntactic features. It also provides new ideas for future research directions.
Keyphrases
  • machine learning
  • healthcare
  • deep learning
  • health information
  • systematic review
  • current status