Dependency-based long short term memory network for drug-drug interaction extraction
Dependency-based long short term memory network for drug-drug interaction extraction
About this item
Full title
Author / Creator
Wang, Wei , Yang, Xi , Yang, Canqun , Guo, Xiaowei , Zhang, Xiang and Wu, Chengkun
Publisher
England: BioMed Central Ltd
Journal title
Language
English
Formats
Publication information
Publisher
England: BioMed Central Ltd
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Scope and Contents
Contents
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 identification.
We propose a dependency-based deep neural network mo...
Alternative Titles
Full title
Dependency-based long short term memory network for drug-drug interaction extraction
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_b25d81e8e2644e3d9319c83493ff7eeb
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b25d81e8e2644e3d9319c83493ff7eeb
Other Identifiers
ISSN
1471-2105
E-ISSN
1471-2105
DOI
10.1186/s12859-017-1962-8
