Article
Genomic prediction of growth trait phenotypes in Large White pigs using a chromosome-encoded multi-head self-attention model.
Yi chuan = Hereditas - 1 Mar 2026
Zhou Wen-Xuan, Zhao Zhen-Jian, Chen Dong, Cui Sheng-di, Wang Jun-Ge, Chen Zi-Yang, Yu Shi-Xin, Chen Jia-Miao, Zhou Yao-Xi, Huang Run-Jie, Tang Guo-Qing
Abstract excerpt
With the widespread adoption of genome sequencing technologies, predicting complex traits using genomic markers has become a key component in breeding programs. However, the high dimensionality and sparsity of genomic data, along with the complex nonlinear interactions among genetic markers, significantly increase the difficulty of accurate data analysis and the cost of hardware deployment. Therefore, this study...
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