3 papers
cs.CV2026
Cross-Slice Knowledge Transfer via Masked Multi-Modal Heterogeneous Graph Contrastive Learning for Spatial Gene Expression Inference
Zhiceng Shi, Changmiao Wang, Jun Wan +1
While spatial transcriptomics (ST) has advanced our understanding of gene expression in tissue context, its high experimental cost limits its large-scale application. Predicting ST…
eess.IV2024
High-Resolution Spatial Transcriptomics from Histology Images using HisToSGE
Zhiceng Shi, Shuailin Xue, Fangfang Zhu +1
Spatial transcriptomics (ST) is a groundbreaking genomic technology that enables spatial localization analysis of gene expression within tissue sections. However, it is significant…
eess.IV2024
Multimodal contrastive learning for spatial gene expression prediction using histology images
Wenwen Min, Zhiceng Shi, Jun Zhang +2
In recent years, the advent of spatial transcriptomics (ST) technology has unlocked unprecedented opportunities for delving into the complexities of gene expression patterns within…