Virtual organelle self-coding for fluorescence imaging via adversarial learning.

Journal: Journal of biomedical optics
Published Date:

Abstract

SIGNIFICANCE: Our study introduces an application of deep learning to virtually generate fluorescence images to reduce the burdens of cost and time from considerable effort in sample preparation related to chemical fixation and staining.

Authors

  • Thanh Nguyen
  • Vy Bui
  • Anh Thai
    The Catholic Univ. of America, United States.
  • Van Lam
  • Christopher Raub
    The Catholic Univ. of America, United States.
  • Lin-Ching Chang
  • Georges Nehmetallah
    The Catholic Univ. of America, United States.