Imaging genetics is mainly used to reveal the pathogenesis of neuropsychiatric risk genes and understand the relationship between human brain structure, functional and individual differences. Increasingly, the brain-wide imaging phenotypes in voxels are available to test the association with genetic markers. A challenge with analyzing such data is their high dimensionality and complex relationships.

中文翻译：

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通过加权距离相关性进行脑成像数据的全基因组关联研究。

影像遗传学主要用于揭示神经精神危险基因的发病机制，了解人类大脑结构、功能和个体差异之间的关系。越来越多的体素全脑成像表型可用于测试与遗传标记的关联。分析此类数据的一个挑战是它们的高维性和复杂的关系。