Identifying associations among genomic, proteomic and imaging biomarkers via adaptive sparse multi-view canonical correlation analysis
Lei Du, Jin Zhang, Fang Liu, Huiai Wang, Lei Guo, Junwei Han, the Alzheimer’s Disease Neuroimaging Initiative
Topics & Concepts
Robustness (evolution)NeuroimagingImaging geneticsComputer scienceCanonical correlationArtificial intelligenceFeature selectionGenomicsMachine learningComputational biologyCorrelationGenome-wide association studyPattern recognition (psychology)Data miningBiologyMathematicsGenomeGeneticsGeneNeuroscienceSingle-nucleotide polymorphismGeometryGenotypeBioinformatics and Genomic NetworksGene expression and cancer classificationFunctional Brain Connectivity Studies