2 citations · 5 across the 5 of their papers we have counts for
4 papers
High-dimensional Response Growth Curve Modeling for Longitudinal Neuroimaging Analysis
Lu Wang, Xiang Lyu, Zhengwu Zhang +1
There is increasing interest in modeling high-dimensional longitudinal outcomes in applications such as developmental neuroimaging research. Growth curve model offers a useful tool…
Analyzing Brain Structural Connectivity as Continuous Random Functions
William Consagra, Martin Cole, Zhengwu Zhang
This work considers a continuous framework to characterize the population-level variability of structural connectivity. Our framework assumes the observed white matter fiber tract…
Learning to Model the Relationship Between Brain Structural and Functional Connectomes
Yang Li, Gonzalo Mateos, Zhengwu Zhang
Recent advances in neuroimaging along with algorithmic innovations in statistical learning from network data offer a unique pathway to integrate brain structure and function, and t…
Nonparametric Bayes Models of Fiber Curves Connecting Brain Regions
Zhengwu Zhang, Maxime Descoteaux, David B. Dunson
In studying structural inter-connections in the human brain, it is common to first estimate fiber bundles connecting different regions of the brain relying on diffusion MRI. These…