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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Detalles Bibliográficos
Autores principales: Xing, Wenhui, Qi, Junsheng, Yuan, Xiaohui, Li, Lin, Zhang, Xiaoyu, Fu, Yuhua, Xiong, Shengwu, Hu, Lun, Peng, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Ismb 2018–Intelligent Systems for Molecular Biology Proceedings
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6022650/
https://www.ncbi.nlm.nih.gov/pubmed/29950017
http://dx.doi.org/10.1093/bioinformatics/bty263

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