Cross-modal distillation transfers spatial transcriptomics-derived tissue niche structures to histology-only models, yielding higher agreement with molecular niches than unsupervised image-feature baselines across tissues and diseases.
Xenium v1 human breast ffpe with biomark- ers & housekeeping genes custom panel: Sample s2-middle
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Cross-Modal Knowledge Distillation from Spatial Transcriptomics to Histology
Cross-modal distillation transfers spatial transcriptomics-derived tissue niche structures to histology-only models, yielding higher agreement with molecular niches than unsupervised image-feature baselines across tissues and diseases.