4 citations · 5 across the 4 of their papers we have counts for
4 papers
Residual spectrum: Brain functional connectivity detection beyond coherence
Yuichi Goto, Xuze Zhang, Benjamin Kedem +1
Coherence is a widely used measure to assess linear relationships between time series. However, it fails to capture nonlinear dependencies. To overcome this limitation, this paper…
A Network Object Method to Uncover Hidden Disorder-Related Brain Connectome
Shuo Chen, Yishi Xing, Jian Kang +3
Neuropsychiatric disorders impact functional connectivity of the brain at the network level. The identification and statistical testing of disorder-related networks remains challen…
Differentially Expressed Functional Connectivity Networks with K-partite Graph Topology
Shuo Chen, F. DuBois Bowman, Yishi Xing
Emerging brain network studies suggest that interactions between various distributed neuronal populations may be characterized by an organized complex topological structure. Many b…
Network induced large correlation matrix estimation
Shuo Chen, Jian Kang, Yishi Xing +2
The correlation matrix of massive biomedical data (e.g. gene expression or neuroimaging data) often exhibits a complex and organized, yet latent graph topological structure. We pro…