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cs.CV2026
Synergistic Information Disentanglement for Omni-modal Slide Representation Learning in Computational Pathology
Mingxin Liu, Chengfei Cai, Anwen Lu +5
In computational pathology (CPath), developing omni-modal self-supervised learning (SSL) models that integrate histology, genomics, and clinical reports enables transferable repres…
cs.CV2025
A Hierarchical Geometry-guided Transformer for Histological Subtyping of Primary Liver Cancer
Anwen Lu, Mingxin Liu, Yiping Jiao +4
Primary liver malignancies are widely recognized as the most heterogeneous and prognostically diverse cancers of the digestive system. Among these, hepatocellular carcinoma (HCC) a…