Dependency-based long short term memory network for drug-drug interaction extraction

Dependency-based long short term memory network for drug-drug interaction extraction

Abstract Background Drug-drug interaction extraction (DDI) needs assistance from automated methods to address the explosively increasing biomedical texts. In recent years, deep neural network based models have been developed to address such needs and they have made significant progress in relation i...

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Bibliographic Details
Main Authors: Wei Wang, Xi Yang, Canqun Yang, Xiaowei Guo, Xiang Zhang, Chengkun Wu
Format: Article
Language:English
Published: BMC 2017-12-01
Series:BMC Bioinformatics
Subjects:
Relation extraction
Long short term memory
Dependency tree
Data imbalance
Online Access:http://link.springer.com/article/10.1186/s12859-017-1962-8

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http://link.springer.com/article/10.1186/s12859-017-1962-8

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