3 papers
q-bio.NC2026
Hierarchical Multiscale Structure-Function Coupling for Brain Connectome Integration
Jianwei Chen, Zhengyang Miao, Wenjie Cai +10
Integrating structural and functional connectomes remains challenging because their relationship is non-linear and organized over nested modular hierarchies. We propose a hierarchi…
q-bio.NC2025
Multiscale Causal Geometric Deep Learning for Modeling Brain Structure
Chengzhi Xia, Jianwei Chen, Yixuan Jiang +2
Multimodal MRI offers complementary multi-scale information to characterize the brain structure. However, it remains challenging to effectively integrate multimodal MRI while achie…
cs.CV2025
Hierarchical Brain Structure Modeling for Predicting Genotype of Glioma
Haotian Tang, Jianwei Chen, Xinrui Tang +3
Isocitrate DeHydrogenase (IDH) mutation status is a crucial biomarker for glioma prognosis. However, current prediction methods are limited by the low availability and noise of fun…