Recent Advances in the Machine Learning-Based Drug-Target Interaction Prediction.

Journal: Current drug metabolism
Published Date:

Abstract

BACKGROUND: The identification of drug-target interactions is a crucial issue in drug discovery. In recent years, researchers have made great efforts on the drug-target interaction predictions, and developed databases, software and computational methods.

Authors

  • Wen Zhang
    Oil Crops Research Institute, Chinese Academy of Agricultural Sciences Wuhan 430062 China peiwuli@oilcrops.cn zhangqi521x@126.com +86-27-8681-2943 +86-27-8671-1839.
  • Weiran Lin
    School of Computer Science, Wuhan University, Wuhan 430072, China.
  • Ding Zhang
    School of Computer Science, Wuhan University, Wuhan 430072, China.
  • Siman Wang
    School of Computer Science, Wuhan University, Wuhan 430072, China.
  • Jingwen Shi
    School of Mathematics and Statistics, Wuhan University, Wuhan 430072, China.
  • Yanqing Niu
    School of Mathematics and Statistics, South-Central University for Nationalities, Wuhan 430074, China.