Sanofi

RNA 3D structure prediction from a single sequence, pairing a frozen language model with base-pair probabilities in a compact folding trunk.

Histopathology classifier separating atypical from normal mitotic figures, LoRA-adapting a DINOv3 vision transformer with 1.3M trainable parameters.

Predicts 16-channel multiplex immunofluorescence from H&E histology using a ViT foundation-model encoder, validated on five external datasets.