3 papers
q-bio.GN2025
GenDMR: A dynamic multimodal role-swapping network for identifying risk gene phenotypes
Lina Qin, Cheng Zhu, Chuqi Zhou +8
Recent studies have shown that integrating multimodal data fusion techniques for imaging and genetic features is beneficial for the etiological analysis and predictive diagnosis of…
cs.CV2023
Edge-aware Hard Clustering Graph Pooling for Brain Imaging
Cheng Zhu, Jiayi Zhu, Xi Wu +5
Graph Convolutional Networks (GCNs) can capture non-Euclidean spatial dependence between different brain regions. The graph pooling operator, a crucial element of GCNs, enhances th…
q-bio.NC2023
Temporal Dynamic Synchronous Functional Brain Network for Schizophrenia Diagnosis and Lateralization Analysis
Cheng Zhu, Ying Tan, Shuqi Yang +5
The available evidence suggests that dynamic functional connectivity (dFC) can capture time-varying abnormalities in brain activity in resting-state cerebral functional magnetic re…