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Leveraging syntactic and semantic graph kernels to extract pharmacokinetic drug drug interactions from biomedical literature.
Yaoyun Zhang
Heng-Yi Wu
Jun Xu
Jingqi Wang
Ergin Soysal
Lang Li
Hua Xu
Published in:
BMC Syst. Biol. (2016)
Keyphrases
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biomedical literature
graph kernels
automatic extraction
natural language
text mining
semantic relationships
semantic information
knowledge discovery
structured data
data analysis
semantic similarity
protein protein interactions
probabilistic model
text classification
kernel methods
computational methods