Detecting genetic associations with brain imaging phenotypes in Alzheimer’s disease via a novel structured SCCA approach
Lei Du, Kefei Liu, Xiaohui Yao, Shannon L. Risacher, Junwei Han, Andrew J. Saykin, Lei Guo, Li Shen
Topics & Concepts
Lasso (programming language)Imaging geneticsCanonical correlationArtificial intelligenceNeuroimagingGraphComputer scienceMachine learningMultivariate statisticsAlzheimer's Disease Neuroimaging InitiativeCorrelationPattern recognition (psychology)MathematicsBiologyDiseaseTheoretical computer scienceAlzheimer's diseaseMedicineWorld Wide WebPathologyNeuroscienceGeometryGene expression and cancer classificationStatistical Methods and InferenceGenetic Associations and Epidemiology