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A method for miRNA diffusion association prediction using machine learning decoding of multi-level heterogeneous graph Transformer encoded representations.

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第一作者： SiJian,Wen

第一单位： School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China.

作者： SiJian,Wen ^[1] ; YinBo,Liu ^[1] ; Guang,Yang ^[1] ; WenXi,Chen ^[1] ; HaiTao,Wu ^[1] ; XiaoLei,Zhu ^[2] ; YongMei,Wang ^[3]

作者单位： School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China. ^[1] School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China. xlzhu_mdl@hotmail.com. ^[2] School of Information and Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, China. wym0152@foxmail.com.;Anhui Provincial Engineering Laboratory for Beidou Precision Agriculture Information, Hefei, 230036, China. wym0152@foxmail.com. ^[3]

关键词 MiRNA-disease association prediction Multi-layer heterogeneous encoder Multi-view similarity networks XGBoost decoder

医学主题词微RNAs(MicroRNAs);人类(Humans);算法(Algorithms);计算生物学(Computational Biology);疾病遗传易感性(Genetic Predisposition to Disease)

DOI 10.1038/s41598-024-68897-4

PMID 39227405

发布时间 2024-10-18

基金项目

BDSY2023002/Anhui Provincial Engineering Laboratory for Beidou Precision Agriculture Information

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