Identifying drug-target interactions via heterogeneous graph attention networks combined with cross-modal similarities.

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第一作者： Lu,Jiang

第一单位： School of Information Science and Technology, Northeast Normal University, Jingyue Street, 130117, Changchun, China.

作者： Lu,Jiang ^[1] ; Jiahao,Sun ^[1] ; Yue,Wang ^[2] ; Qiao,Ning ^[2] ; Na,Luo ^[1] ; Minghao,Yin ^[1]

作者单位： School of Information Science and Technology, Northeast Normal University, Jingyue Street, 130117, Changchun, China. ^[1] Department of Information Science and Technology, Dalian Maritime University, Lingshui Street, 116026, Dalian, China. ^[2]

关键词 DTIs prediction convolutional neural network cross-modal similarity heterogeneous graph attention network random walk with restart

主题词药物发现(Drug Discovery);药物相互作用(Drug Interactions);人类(Humans);蛋白质类(Proteins)

DOI 10.1093/bib/bbac016

PMID 35224614

发布时间 2022-04-11

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