4 papers
Interpretable Multimodal Cancer Prototyping with Whole Slide Images and Incompletely Paired Genomics
Yupei Zhang, Yating Huang, Wanming Hu +3
Multimodal approaches that integrate histology and genomics hold strong potential for precision oncology. However, phenotypic and genotypic heterogeneity limits the quality of intr…
ITC-RWKV: Interactive Tissue-Cell Modeling with Recurrent Key-Value Aggregation for Histopathological Subtyping
Yating Huang, Qijun Yang, Lintao Xiang +1
Accurate interpretation of histopathological images demands integration of information across spatial and semantic scales, from nuclear morphology and cellular textures to global t…
PathoHR: Hierarchical Reasoning for Vision-Language Models in Pathology
Yating Huang, Ziyan Huang, Lintao Xiang +2
Accurate analysis of pathological images is essential for automated tumor diagnosis but remains challenging due to high structural similarity and subtle morphological variations in…
PointGS: Point Attention-Aware Sparse View Synthesis with Gaussian Splatting
Lintao Xiang, Hongpei Zheng, Yating Huang +2
3D Gaussian splatting (3DGS) is an innovative rendering technique that surpasses the neural radiance field (NeRF) in both rendering speed and visual quality by leveraging an explic…