Histopathology

Stain Normalization for Histology Images

Upload an H&E tile and normalise its stain appearance to a reference style with StainGAN and classical methods (Macenko, Reinhard, Vahadane), side by side.

Coming soon The live demo is in preparation — check back soon.

Code repository ↗

StainGAN — stain style transfer between scanners (Shaban et al., ISBI 2019).

Research themes

Medical Imaging

People

Shadi Albarqouni

Placeholder — the interactive demo is in preparation.

Colour variation between labs and slide scanners is one of the main reasons histology models fail on new sites. This demo will let you upload an H&E image tile and transfer it to a reference stain style, comparing a learned approach (StainGAN) with classical stain-normalisation methods. See also the stain-normalization code.