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Updated: Jun 1, 2025

Revealing Neural Circuit Topography in Multi-Color
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Revealing Neural Circuit Topography in Multi-Color

Published on: November 14, 2011

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基于色彩图像的卷积神经网络的全基因组关联研究

Han-Ming Liu1, Zhao-Fa Liu2, Zi Li1

  • 1School of Mathematics and Computer Science, Gannan Normal University, Ganzhou, China.

PeerJ
|January 17, 2025
PubMed
概括

这项研究在全基因组关联研究中为卷积神经网络引入了一种新的色彩图像方法,提高了准确性和疾病基因识别. 与灰度图像转换相比,该方法提高了数据利用率.

关键词:
颜色图像 颜色图像 颜色图像卷积神经网络是一种卷积神经网络.全基因组关联研究研究.

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Genome-wide Association Studies-GWAS01:11

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Genome-wide association studies or GWAS are used to identify whether common SNPs are associated with certain diseases. Suppose specific SNPs are more frequently observed in individuals with a particular disease than those without the disease. In that case, those SNPs are said to be associated with the disease. Chi-square analysis is performed to check the probability of the allele likely to be associated with the disease.
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