Adverse drug reaction detection via a multihop self-attention mechanism

Adverse drug reaction detection via a multihop self-attention mechanism

Abstract Background The adverse reactions that are caused by drugs are potentially life-threatening problems. Comprehensive knowledge of adverse drug reactions (ADRs) can reduce their detrimental impacts on patients. Detecting ADRs through clinical trials takes a large number of experiments and a lo...

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Bibliographic Details
Main Authors: Tongxuan Zhang, Hongfei Lin, Yuqi Ren, Liang Yang, Bo Xu, Zhihao Yang, Jian Wang, Yijia Zhang
Format: Article
Language:English
Published: BMC 2019-09-01
Series:BMC Bioinformatics
Subjects:
Adverse drug reactions
Multihop self-attention mechanism
Complex semantic information
Neural network
Online Access:http://link.springer.com/article/10.1186/s12859-019-3053-5

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http://link.springer.com/article/10.1186/s12859-019-3053-5

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