Author

Chao Zhang

2 papers indexed here

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#diffusion models Open access Oct 2026

CellDiffusion: Enhancing scRNA-seq data integration with accurate inference of cell-cell association

Integrating single-cell transcriptomic datasets across laboratories, conditions, and technologies remains challenging because of cell type–specific batch effects and heterogeneous biological compositions. Current methods often fail to separate genuine biological variation from technical noise, misaligning distinct cell...

Yu-Chen Liu, Zi-Ying Huang, S. Lu et al. · Science Advances · 0 citations

Open access Sep 2026

RNA-guided contrastive learning enhances patient-level prediction from histology

Predicting molecular receptor status, including estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2), directly from routine hematoxylin and eosin (H&E)-stained whole-slide images (WSIs) could reduce reliance on costly immunohistochemistry, but image-only models have no...

An-Qi Zou, Elain Huang, Qi-You Wu et al. · bioRxiv · 0 citations