Article
ENFORCING CO-EXPRESSION IN MULTIMODAL REGRESSION FRAMEWORK.
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing - 1 Jan 2017
Zille Pascal, Calhoun Vince D, Wang Yu-Ping
Abstract excerpt
We consider the problem of multimodal data integration for the study of complex neurological diseases (e.g. schizophrenia). Among the challenges arising in such situation, estimating the link between genetic and neurological variability within a population sample has been a promising direction. A wide variety of statistical models arose from such applications. For example, Lasso regression and its multitask...
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