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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Bibliographic Details
Main Authors: Du, B.-X (Author), Nyamabo, A.K (Author), Shi, J.-Y (Author), Yiu, S.-M (Author), Yu, H. (Author), Zhao, P.-C (Author), Zhu, B. (Author)
Format: Article
Language:English
Published: NLM (Medline) 2022
Online Access:View Fulltext in Publisher