Application of Machine Learning Techniques in Drug-target Interactions Prediction.

Zhang, Shengli; Wang, Jiesheng; Lin, Zhenhui; Liang, Yunyun

Zhang, Shengli; Wang, Jiesheng; Lin, Zhenhui; Liang, Yunyun.

Affiliation

Zhang S; School of Mathematics and Statistics, Xidian University, Xi'an 710071, China.
Wang J; School of Mathematics and Statistics, Xidian University, Xi'an 710071, China.
Lin Z; School of Mathematics and Statistics, Xidian University, Xi'an 710071, China.
Liang Y; School of Mathematics and Statistics, Xidian University, Xi'an 710071, China.

Curr Pharm Des ; 27(17): 2076-2087, 2021.

Article in En | MEDLINE | ID: mdl-33238865

Subject(s)

Drug Development; Pharmaceutical Preparations; Drug Discovery; Drug Repositioning; Humans; Machine Learning

Key words

Drug-target interactions prediction; computational methods; drug discovery; machine learning; semisupervised learning; supervised learning; unsupervised learning.

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pharmaceutical Preparations / Drug Development Type of study: Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Curr Pharm Des Journal subject: FARMACIA Year: 2021 Type: Article Affiliation country: China

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