Article
Identify connectome between genotypes and brain network phenotypes via deep self-reconstruction sparse canonical correlation analysis.
Bioinformatics (Oxford, England) - 12 Apr 2022
Wang Meiling, Shao Wei, Hao Xiaoke, Huang Shuo, Zhang Daoqiang
Abstract excerpt
MOTIVATION: As a rising research topic, brain imaging genetics aims to investigate the potential genetic architecture of both brain structure and function. It should be noted that in the brain, not all variations are deservedly caused by genetic effect, and it is generally unknown which imaging phenotypes are promising for genetic analysis. RESULTS: In this work, genetic variants (i.e. the single nucleotide...
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