GMNN2CD: identification of circRNA-disease associations based on variational inference and graph Markov neural networks.

Journal: Bioinformatics (Oxford, England)
Published Date: Apr 12, 2022

Abstract

MOTIVATION: With the analysis of the characteristic and function of circular RNAs (circRNAs), people have realized that they play a critical role in the diseases. Exploring the relationship between circRNAs and diseases is of far-reaching significance for searching the etiopathogenesis and treatment of diseases. Nevertheless, it is inefficient to learn new associations only through biotechnology.

Authors

  • Mengting Niu
    School of Information and Computer Engineering, Northeast Forestry University, Harbin 150040, China. yunzeer@gmail.com.
  • Quan Zou
  • Chunyu Wang
    School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China.

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