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cs.CV2025
SLAM-AGS: Slide-Label Aware Multi-Task Pretraining Using Adaptive Gradient Surgery in Computational Cytology
Marco Acerbis, Swarnadip Chatterjee, Christophe Avenel +1
Computational cytology faces two major challenges: i) instance-level labels are unreliable and prohibitively costly to obtain, ii) witness rates are extremely low. We propose SLAM-…
cs.CV2024
What makes for good morphology representations for spatial omics?
Eduard Chelebian, Christophe Avenel, Carolina Wählby
Spatial omics has transformed our understanding of tissue architecture by preserving spatial context of gene expression patterns. Simultaneously, advances in imaging AI have enable…