Lausanne University Hospital

Per-residue classifiers fine-tuned from ESM-2 and ProtT5 that label 20 UniProt protein features and read out what a missense variant disrupts.

De novo protein binder design pipeline that hallucinates binders through frozen AlphaFold2 weights, averaging a 46% experimental success rate.

Generative toolkit that synthesizes six aligned immunohistochemistry markers from one H&E histopathology image, trained on unpaired stains.