3 papers
cs.CV2026
CoInS-Net: A Continuous Position-Aware Network for Joint Medical Image Interpolation and Segmentation
Yujia Sun, Ningfeng Que, Peiting Shi +4
Accurate medical image interpolation and anatomical structure segmentation are fundamental for computer-aided diagnosis and treatment planning. Anisotropic medical volumes with spa…
q-bio.GN2026
StateXDiff: Cell State-Contextualized Multimodal Diffusion for Single-Cell Perturbation Prediction
Peiting Shi, Ningfeng Que, Xianzhe Huang +2
Predicting drug-induced cellular state changes at single-cell resolution remains a central challenge in virtual cell modeling, particularly under out-of-distribution (OOD) conditio…
eess.IV2025
Adaptive Spatial Transcriptomics Interpolation via Cross-modal Cross-slice Modeling
NingFeng Que, Xiaofei Wang, Jingjing Chen +2
Spatial transcriptomics (ST) is a promising technique that characterizes the spatial gene profiling patterns within the tissue context. Comprehensive ST analysis depends on consecu…