Predicting drug combination side effects based on a metapath-based heterogeneous graph neural networ...
Predicting drug combination side effects based on a metapath-based heterogeneous graph neural network
About this item
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Author / Creator
Tian, Leixia , Wang, Qi , Zhou, Zhiheng , Liu, Xiya , Zhang, Ming and Yan, Guiying
Publisher
England: BioMed Central Ltd
Journal title
Language
English
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Publication information
Publisher
England: BioMed Central Ltd
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Scope and Contents
Contents
In recent years, combined drug screening has played a very important role in modern drug discovery. Generally, synergistic drug combinations are crucial in treatment for many diseases. However, the toxic side effects of drug combinations are probably increased with the increase of drugs numbers, so the accurate prediction of toxic side effects of d...
Alternative Titles
Full title
Predicting drug combination side effects based on a metapath-based heterogeneous graph neural network
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Author / Creator
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_ecfbce59056f48ef81cdebf3ae2c6aa2
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_ecfbce59056f48ef81cdebf3ae2c6aa2
Other Identifiers
ISSN
1471-2105
E-ISSN
1471-2105
DOI
10.1186/s12859-024-06028-6
