A new evaluation framework aligns attention maps from five pathology foundation models with co-registered Visium spatial transcriptomics in glioblastoma, revealing five-fold stronger coherence with multi-gene pathways than single genes.
arXiv:2501.16239 (2025)
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Do Foundation Models See Biology? Evaluating Attention Coherence with Spatial Transcriptomics in Glioblastoma
A new evaluation framework aligns attention maps from five pathology foundation models with co-registered Visium spatial transcriptomics in glioblastoma, revealing five-fold stronger coherence with multi-gene pathways than single genes.