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digital pathology 1masked contextual prediction 1multiplexed tissue imaging 1spatial cellular architecture 1transformer models 1

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cs.AI2026

MUL-T: Decoding Spatial Cellular Architecture in Multiplexed Tissue Images

Farzaneh Seyedshahi, Kai Rakovic, Adalberto Claudio Quiros +2

The paper introduces MUL-T, a lightweight transformer that models spatial cellular architecture in multiplexed tissue images by predicting masked cell tokens, achieving strong perf…