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Jiazhou Chen

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Book Open access Aug 2026

ENGGT: An Edge-Node Guided Graph Transformer for Spatial Domain Parsing with Accurate Boundaries

Spatial transcriptomics (ST) enables the simultaneous measurement of high-throughput gene expression and spatial structural information, offering a powerful means to decipher tissue heterogeneity. However, current spatial domain identification methods struggle to accurately distinguish continuous biological boundaries,...

Jiazhou Chen, Ziru Xiao, Junyu Li et al. · 0 citations
Preprint Aug 2026

Morphology-Aware Implicit Super-Resolution Network for Pathological Images

Accurate diagnosis in Digital Pathology (DP) relies on high-resolution whole-slide images, yet clinical deployment is often limited by hardware costs. Super-Resolution (SR) offers a promising alternative by computationally enhancing low-resolution acquisitions. However, existing SR methods frequently struggle to preser...

Jia-Ming Liang, Qihui Han, Hao-Lin Chen et al. · 0 citations
Book Aug 2026

ENGGT: An Edge-Node Guided Graph Transformer for Spatial Domain Parsing with Accurate Boundaries

Spatial transcriptomics (ST) enables the simultaneous measurement of high-throughput gene expression and spatial structural information, offering a powerful means to decipher tissue heterogeneity. However, current spatial domain identification methods struggle to accurately distinguish continuous biological boundaries,...

Jiazhou Chen, Ziru Xiao, Junyu Li et al. · 0 citations

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