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Uncovering expression signatures of synergistic drug responses via ensembles of explainable machine-learning models

Joseph D. Janizek, Ayse B. Dincer, Safiye Çelik, Hugh Chen, William Chen, Kamila Naxerova, Su‐In Lee

2023Nature Biomedical Engineering61 citationsDOIOpen Access PDF

Topics & Concepts

Machine learningArtificial intelligenceComputer scienceFeature (linguistics)Drug discoveryDrug repositioningTranscriptomeComputational biologyDrugBioinformaticsGene expressionMedicineBiologyGenePharmacologyLinguisticsPhilosophyBiochemistryBioinformatics and Genomic NetworksComputational Drug Discovery MethodsGene expression and cancer classification
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