digital pathology 1masked contextual prediction 1multiplexed tissue imaging 1spatial cellular architecture 1transformer models 1
From the 1 of 2 linked papers with an AI index.
2 papers
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…
cs.CV2025
Cross-Domain Validation of a Resection-Trained Self-Supervised Model on Multicentre Mesothelioma Biopsies
Farzaneh Seyedshahi, Francesca Damiola, Sylvie Lantuejoul +2
Accurate subtype classification and outcome prediction in mesothelioma are essential for guiding therapy and patient care. Most computational pathology models are trained on large…