GCMM: graph convolution network based on multimodal attention mechanism for drug repurposing.

Journal: BMC bioinformatics
Published Date: Sep 13, 2022

Abstract

BACKGROUND: The main focus of in silico drug repurposing, which is a promising area for using artificial intelligence in drug discovery, is the prediction of drug-disease relationships. Although many computational models have been proposed recently, it is still difficult to reliably predict drug-disease associations from a variety of sources of data.

Authors

  • Fan Zhang
    Department of Anesthesiology, Bishan Hospital of Chongqing Medical University, Chongqing, China.
  • Wei Hu
    State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China.
  • Yirong Liu
    School of Information Science and Technology, University of Science and Technology of China, Hefei, China. yrliu@ustc.edu.cn.

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