TransCode: Uncovering COVID-19 transmission patterns via deep learning.

Journal: Infectious diseases of poverty
Published Date:

Abstract

BACKGROUND: The heterogeneity of COVID-19 spread dynamics is determined by complex spatiotemporal transmission patterns at a fine scale, especially in densely populated regions. In this study, we aim to discover such fine-scale transmission patterns via deep learning.

Authors

  • Jinfu Ren
    Department of Computer Science, Hong Kong Baptist University, Hong Kong SAR, China.
  • Mutong Liu
    Department of Computer Science, Hong Kong Baptist University, Hong Kong SAR, China.
  • Yang Liu
    Department of Computer Science, Hong Kong Baptist University, Hong Kong, China.
  • Jiming Liu
    Department of Computer Science, Hong Kong Baptist University, Hong Kong, China.