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XGraphCDS: An explainable deep learning model for predicting drug sensitivity from gene pathways and chemical structures

Yimeng Wang, Xinxin Yu, Yaxin Gu, Weihua Li, Keyun Zhu, Long Chen, Yun Tang, Guixia Liu

2023Computers in Biology and Medicine24 citationsDOI

Topics & Concepts

Machine learningPrecision medicineComputer scienceArtificial intelligencePersonalized medicineComputational biologyArtificial neural networkDeep learningPredictive powerGenomicsGraphDrug discoveryBioinformaticsGeneBiologyGenomeGeneticsPhilosophyTheoretical computer scienceEpistemologyComputational Drug Discovery MethodsBioinformatics and Genomic NetworksMachine Learning in Materials Science
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