Single-Channel Tissue Segmentation via Cross-Modal Distillation from Foundation Models

Sakib Mohammad, Jarin Ritu, Md Sakhawat Hossain

Multiplexed fluorescence microscopy improves tissue segmentation by providing complementary channels including nuclear (DAPI) and membrane (E-cadherin), that together encode richer…