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cs.CV2025
C3-Diff: Super-resolving Spatial Transcriptomics via Cross-modal Cross-content Contrastive Diffusion Modelling
Xiaofei Wang, Stephen Price, Chao Li
The rapid advancement of spatial transcriptomics (ST), i.e., spatial gene expressions, has made it possible to measure gene expression within original tissue, enabling us to discov…
cs.CV2025
Joint Modelling Histology and Molecular Markers for Cancer Classification
Xiaofei Wang, Hanyu Liu, Yupei Zhang +6
Cancers are characterized by remarkable heterogeneity and diverse prognosis. Accurate cancer classification is essential for patient stratification and clinical decision-making. Al…
cs.CV2024
Unified Modeling Enhanced Multimodal Learning for Precision Neuro-Oncology
Huahui Yi, Xiaofei Wang, Kang Li +1
Multimodal learning, integrating histology images and genomics, promises to enhance precision oncology with comprehensive views at microscopic and molecular levels. However, existi…