Restoration of marker occluded hematoxylin and eosin stained whole slide histology images using generative adversarial networks

no code implementations • 14 Oct 2019 • Bairavi Venkatesh, Tosha Shah, Antong Chen, Soheil Ghafurian

We train our network on up to 300 whole slide images with marker inks and show that 70% of the corrected image patches are indistinguishable from originally uncontaminated image tissue to a human expert.

Generative Adversarial Network Image-to-Image Translation +2