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cs.CV2026
Path2ST: Hierarchical Cell-Tissue Grounded Cross-Modal Translation for Spatial Transcriptomics
Ruochen Liu, Wei Lou
Predicting spatial gene expression from hematoxylin and eosin (H\&E)-stained images offers a cost-effective alternative to spatial transcriptomics (ST). However, existing methods t…
cs.CV2025
CellMamba: Adaptive Mamba for Accurate and Efficient Cell Detection
Ruochen Liu, Yi Tian, Jiahao Wang +3
Cell detection in pathological images presents unique challenges due to densely packed objects, subtle inter-class differences, and severe background clutter. In this paper, we pro…
cs.CV2025
Advancing Cross-Organ Domain Generalization with Test-Time Style Transfer and Diversity Enhancement
Biwen Meng, Xi Long, Wanrong Yang +4
Deep learning has made significant progress in addressing challenges in various fields including computational pathology (CPath). However, due to the complexity of the domain shift…