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Author

M. Sallese

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Open access Oct 2026

Fine-Grained and Reliable Cell Classification from Pathology Images

CellBridge is introduced, a multi-modal contrastive learning framework pretrained on 16M cells with paired H&E and spatial profiles, for transferring molecular information into morphological representations that consistently achieves smaller prediction sets, while reducing class-wise coverage gaps.

Sevda Öğüt, Arpit Merchant, Amirhossein Vahidi et al. · 0 citations
Open access Aug 2026

Multi-scale modeling of human tissues from spatial transcriptomics with TERRA

Spatial transcriptomics maps gene expression at cellular resolution, revealing how cells organize into multicellular niches. Yet computational analyses remain dataset-specific, without a transferable representation of tissue organization that generalizes across datasets, tasks and tissues or predicts how tissues behave...

Sebastian Birk, M. V. Sanian, Amirhossein Vahidi et al. · 4 citations · ⚡1

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