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

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.