Chemical-induced disease extraction via recurrent piecewise convolutional neural networks

Chemical-induced disease extraction via recurrent piecewise convolutional neural networks

Abstract Background Extracting relationships between chemicals and diseases from unstructured literature have attracted plenty of attention since the relationships are very useful for a large number of biomedical applications such as drug repositioning and pharmacovigilance. A number of machine lear...

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Bibliographic Details
Main Authors: Haodi Li, Ming Yang, Qingcai Chen, Buzhou Tang, Xiaolong Wang, Jun Yan
Format: Article
Language:English
Published: BMC 2018-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Chemical-induced disease
Relation extraction
Deep learning
Convolutional neural network
Online Access:http://link.springer.com/article/10.1186/s12911-018-0629-3

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http://link.springer.com/article/10.1186/s12911-018-0629-3

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