A learning-based method for drug-target interaction prediction based on feature representation learning and deep neural network.

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第一作者： Jiajie,Peng

第一单位： The School of Computer Science, Northwestern Polytechnical University, Xian, 710072, China.;The Key Laboratory of Big Data Storage an Management, Northwestern Polytechnical Universitythe, Ministry of Industry and Information Technology, Xian, 710072, China.

作者： Jiajie,Peng ^[1] ; Jingyi,Li ^[1] ; Xuequn,Shang ^[2]

作者单位： The School of Computer Science, Northwestern Polytechnical University, Xian, 710072, China.;The Key Laboratory of Big Data Storage an Management, Northwestern Polytechnical Universitythe, Ministry of Industry and Information Technology, Xian, 710072, China. ^[1] The School of Computer Science, Northwestern Polytechnical University, Xian, 710072, China. shang@nwpu.edu.cn.;The Key Laboratory of Big Data Storage an Management, Northwestern Polytechnical Universitythe, Ministry of Industry and Information Technology, Xian, 710072, China. shang@nwpu.edu.cn. ^[2]

关键词 Convolutional neural network DTIs prediction Feature representation learning

主题词药物发现(Drug Discovery);人类(Humans)

DOI 10.1186/s12859-020-03677-1

PMID 32938374

发布时间 2020-10-26

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准确一般字义偏差语意偏离译文作用小提交