Article
Enforcing Co-Expression Within a Brain-Imaging Genomics Regression Framework.
IEEE transactions on medical imaging - 1 Dec 2018
Zille Pascal, Calhoun Vince D, Wang Yu-Ping
Abstract excerpt
Among the challenges arising in brain imaging genetic studies, estimating the potential links between neurological and genetic variability within a population is key. In this paper, we propose a multivariate, multimodal formulation for variable selection that leverages co-expression patterns across various data modalities. Our approach is based on an intuitive combination of two widely used statistical models:...
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