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Interpretable identification of cancer genes across biological networks via transformer-powered graph representation learning

Xiaorui Su, Pengwei Hu, Dongxu Li, Bo-Wei Zhao, Zhaomeng Niu, Thomas Herget, Philip S. Yu, Lun Hu

2025Nature Biomedical Engineering70 citationsDOI

Topics & Concepts

InterpretabilityBiological networkGene regulatory networkComputational biologyComputer scienceGeneralizability theoryGraphGeneMachine learningInteraction networkBiologyArtificial intelligenceTheoretical computer scienceGeneticsGene expressionMathematicsStatisticsBioinformatics and Genomic NetworksGene expression and cancer classificationGenomics and Chromatin Dynamics
Interpretable identification of cancer genes across biological networks via transformer-powered graph representation learning | Litcius