Document-Level Biomedical Relation Extraction Using Graph Convolutional Network and Multihead Attention: Algorithm Development and Validation

BackgroundAutomatically extracting relations between chemicals and diseases plays an important role in biomedical text mining. Chemical-disease relation (CDR) extraction aims at extracting complex semantic relationships between entities in documents, which contain intrasentence and intersentence rel...

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Bibliographic Details
Main Authors: Wang, Jian, Chen, Xiaoyu, Zhang, Yu, Zhang, Yijia, Wen, Jiabin, Lin, Hongfei, Yang, Zhihao, Wang, Xin
Format: Article
Language:English
Published: JMIR Publications 2020-07-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2020/7/e17638