Prioritization of disease genes from GWAS using ensemble-based positive-unlabeled learning
Nikita Kolosov, Mark J. Daly, Mykyta Artomov
Topics & Concepts
Genome-wide association studyRandom forestComputational biologySupport vector machineMachine learningEnsemble learningDecision treePrioritizationGenetic associationGeneComputer scienceGradient boostingBiologyBoosting (machine learning)DiseaseArtificial intelligenceGeneticsMedicineSingle-nucleotide polymorphismGenotypeManagement scienceEconomicsPathologyGenetic Associations and EpidemiologyGene expression and cancer classificationBioinformatics and Genomic Networks