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

Single-Channel Tissue Segmentation via Cross-Modal Distillation from Foundation Models arXiv:2606.00928v1 Announce Type: new Abstract: Multiplexed fluorescence microscopy improves tissue segmentation by providing complementary channels including nuclear (DAPI) and membrane (E-cadherin), that together encode richer spatial context than single-channel imaging alone. However, multiplexed models require all channels at inference, limiting deployment where only a subset is available. This work propo