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Extracting chemical reactions from text using Snorkel

BACKGROUND: Enzymatic and chemical reactions are key for understanding biological processes in cells. Curated databases of chemical reactions exist but these databases struggle to keep up with the exponential growth of the biomedical literature. Conventional text mining pipelines provide tools to au...

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Detalles Bibliográficos
Autores principales: Mallory, Emily K., de Rochemonteix, Matthieu, Ratner, Alex, Acharya, Ambika, Re, Chris, Bright, Roselie A., Altman, Russ B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7251675/
https://www.ncbi.nlm.nih.gov/pubmed/32460703
http://dx.doi.org/10.1186/s12859-020-03542-1

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