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AMPred-MFG: Investigating the Mutagenicity of Compounds Using Motif-Based Graph Combined with Molecular Fingerprints and Graph Attention Mechanism

Jinpeng Hu, Xin Yang, Chenggui Yao, Mingxuan Zhang, Shihang Shen, Lijie Na, Qi Zhao

2025Interdisciplinary Sciences Computational Life Sciences14 citationsDOI

Topics & Concepts

GraphComputer scienceMotif (music)ChemistryComputational biologyBiologyTheoretical computer sciencePhysicsAcousticsComputational Drug Discovery MethodsMachine Learning in Materials ScienceChemistry and Chemical Engineering
AMPred-MFG: Investigating the Mutagenicity of Compounds Using Motif-Based Graph Combined with Molecular Fingerprints and Graph Attention Mechanism | Litcius