Analysis of several key factors influencing deep learning-based inter-residue contact prediction.

Journal: Bioinformatics (Oxford, England)
Published Date:

Abstract

MOTIVATION: Deep learning has become the dominant technology for protein contact prediction. However, the factors that affect the performance of deep learning in contact prediction have not been systematically investigated.

Authors

  • Tianqi Wu
    Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211, USA.
  • Jie Hou
    Department of Computer Science, University of Missouri, Columbia, MO, 65211, USA.
  • Badri Adhikari
    Department of Computer Science, University of Missouri, Columbia, MO 65211, USA.
  • Jianlin Cheng
    Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO, USA.