no code implementations • 28 Jun 2022 • Nicolas Brieu, Felix J. Segerer, Ansh Kapil, Philipp Wortmann, Guenter Schmidt
Unsupervised and unpaired domain translation using generative adversarial neural networks, and more precisely CycleGAN, is state of the art for the stain translation of histopathology images.
no code implementations • 26 Jun 2019 • Ansh Kapil, Tobias Wiestler, Simon Lanzmich, Abraham Silva, Keith Steele, Marlon Rebelatto, Guenter Schmidt, Nicolas Brieu
The analysis of the tumor environment on digital histopathology slides is becoming key for the understanding of the immune response against cancer, supporting the development of novel immuno-therapies.