Association Discovery and Diagnosis of Alzheimer's Disease with Bayesian Multiview Learning

Abstract

The analysis and diagnosis of Alzheimer’s disease (AD) can be based on genetic variations, e.g., single nucleotide polymorphisms (SNPs) and phenotypic traits, e.g., Magnetic Resonance Imaging (MRI) features. We consider two important and related tasks: i) to select genetic and phenotypical markers for AD diagnosis and ii) to identify associations between… (More)
DOI: 10.1613/jair.4956

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