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Benchmark dataset for training machine learning models to predict the pathway involvement of metabolites

Metabolic pathways are a human-defined grouping of life sustaining biochemical reactions, metabolites being both the reactants and products of these reactions. But many public datasets include identified metabolites whose pathway involvement is unknown, hindering metabolic interpretation. To address...

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Detalles Bibliográficos
Autores principales: Huckvale, Erik D., Powell, Christian D., Jin, Huan, Moseley, Hunter N.B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10592640/
https://www.ncbi.nlm.nih.gov/pubmed/37873272
http://dx.doi.org/10.1101/2023.10.03.560715