Integration of Imaging Genomics Data for the Study of Alzheimer's Disease Using Joint-Connectivity-Based Sparse Nonnegative Matrix Factorization
Kai Wei, Wei Kong, Shuaiqun Wang
Topics & Concepts
Non-negative matrix factorizationInterpretabilityImaging geneticsSingle-nucleotide polymorphismNeuroimagingComputational biologyArtificial intelligenceComputer sciencePattern recognition (psychology)Genome-wide association studyGenomicsMatrix decompositionBiologyGeneticsGeneGenomeNeuroscienceGenotypePhysicsEigenvalues and eigenvectorsQuantum mechanicsBioinformatics and Genomic NetworksGene expression and cancer classificationFunctional Brain Connectivity Studies