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MLGL-MP: a Multi-Label Graph Learning framework enhanced by pathway interdependence for Metabolic Pathway prediction

MOTIVATION: During lead compound optimization, it is crucial to identify pathways where a drug-like compound is metabolized. Recently, machine learning-based methods have achieved inspiring progress to predict potential metabolic pathways for drug-like compounds. However, they neglect the knowledge...

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Detalles Bibliográficos
Autores principales: Du, Bing-Xue, Zhao, Peng-Cheng, Zhu, Bei, Yiu, Siu-Ming, Nyamabo, Arnold K, Yu, Hui, Shi, Jian-Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9235472/
https://www.ncbi.nlm.nih.gov/pubmed/35758801
http://dx.doi.org/10.1093/bioinformatics/btac222