Fast and Accurate Detection of Complex Imaging Genetics Associations Based on Greedy Projected Distance Correlation
Volume: 37, Issue: 4, Pages: 860 - 870
Published: Apr 1, 2018
Abstract
Recent advances in imaging genetics produce large amounts of data including functional MRI images, single nucleotide polymorphisms (SNPs), and cognitive assessments. Understanding the complex interactions among these heterogeneous and complementary data has the potential to help with diagnosis and prevention of mental disorders. However, limited efforts have been made due to the high dimensionality, group structure, and mixed type of these data....
Paper Details
Title
Fast and Accurate Detection of Complex Imaging Genetics Associations Based on Greedy Projected Distance Correlation
Published Date
Apr 1, 2018
Volume
37
Issue
4
Pages
860 - 870
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