Relation path feature embedding based convolutional neural network method for drug discovery.

Journal: BMC medical informatics and decision making
Published Date: Apr 9, 2019

Abstract

BACKGROUND: Drug development is an expensive and time-consuming process. Literature-based discovery has played a critical role in drug development and may be a supplementary method to help scientists speed up the discovery of drugs.

Authors

  • Di Zhao
  • Jian Wang
    Veterinary Diagnostic Center, Shanghai Animal Disease Control Center, Shanghai, China.
  • Shengtian Sang
    School of Computer Science and Technology, Dalian University of Technology, Dalian, China. sangst@mail.dlut.edu.cn.
  • Hongfei Lin
  • Jiabin Wen
    Department of VIP, the Second Hospital of Dalian Medical University, Dalian, China.
  • Chunmei Yang
    Department of VIP, the Second Hospital of Dalian Medical University, Dalian, China.

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