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MeSHHeading2vec: a new method for representing MeSH headings as vectors based on graph embedding algorithm

Effectively representing Medical Subject Headings (MeSH) headings (terms) such as disease and drug as discriminative vectors could greatly improve the performance of downstream computational prediction models. However, these terms are often abstract and difficult to quantify. In this paper, we conve...

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Detalles Bibliográficos
Autores principales: Guo, Zhen-Hao, You, Zhu-Hong, Huang, De-Shuang, Yi, Hai-Cheng, Zheng, Kai, Chen, Zhan-Heng, Wang, Yan-Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7986599/
https://www.ncbi.nlm.nih.gov/pubmed/32232320
http://dx.doi.org/10.1093/bib/bbaa037