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A gene–phenotype relationship extraction pipeline from the biomedical literature using a representation learning approach

MOTIVATION: The fundamental challenge of modern genetic analysis is to establish gene-phenotype correlations that are often found in the large-scale publications. Because lexical features of gene are relatively regular in text, the main challenge of these relation extraction is phenotype recognition...

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Pubblicato in:Bioinformatics
Autori principali: Xing, Wenhui, Qi, Junsheng, Yuan, Xiaohui, Li, Lin, Zhang, Xiaoyu, Fu, Yuhua, Xiong, Shengwu, Hu, Lun, Peng, Jing
Natura: Artigo
Lingua:Inglês
Pubblicazione: Oxford University Press 2018
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6022650/
https://ncbi.nlm.nih.gov/pubmed/29950017
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty263
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