Deep learning to predict microscope images

Nat Methods. 2018 Nov;15(11):868-870. doi: 10.1038/s41592-018-0194-9.


A species of neural network first described in 2015 can be trained to translate between images of the same field of view acquired by different modalities. Trained networks can use information inherent in grayscale images of cells to predict fluorescent signals.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't
  • Comment

MeSH terms

  • Deep Learning*
  • Imaging, Three-Dimensional
  • Machine Learning
  • Microscopy*