Article
Fast and Accurate Detection of Complex Imaging Genetics Associations Based on Greedy Projected Distance Correlation.
IEEE transactions on medical imaging - 1 Apr 2018
Fang Jian, Xu Chao, Zille Pascal, Lin Dongdong, Deng Hong-Wen, Calhoun Vince D, Wang Yu-Ping
Abstract excerpt
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...
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