Machine learning-based biomarkers identification from toxicogenomics – Bridging to regulatory relevant phenotypic endpoints
Sheikh Mokhlesur Rahman, Jiaqi Lan, David Kaeli, Jennifer Dy, Akram N. Alshawabkeh, April Z. Gu
Topics & Concepts
ToxicogenomicsComputational biologySupport vector machineBiomarker discoveryGenotoxicityIn vivoFeature selectionBiomarkerBioinformaticsComputer scienceMachine learningBiologyToxicityChemistryProteomicsGeneticsGene expressionGeneOrganic chemistryComputational Drug Discovery MethodsMolecular Biology Techniques and ApplicationsGene expression and cancer classification