Hendrik P. A. Lensch

Learning Where to Focus: Self-Supervised Multi-Scale ViTs for Histopathology

Pathologists diagnose diseases by first locating suspicious tissue and then examining it at higher magnification, whereas self-supervised vision transformers (ViTs) allocate the same spatial resolution to every image region despite diagnostic evidence being sparse and spanning multiple biological scales. Recent patholo...