Zhengwu Zhang
Mapping population-based structural connectomes
Z Zhang, M Descoteaux, J Zhang, G Girard, M Chamberland, D Dunson, ...
NeuroImage 172, 130-145, 2018
Tensor network factorizations: Relationships between brain structural connectomes and traits
Z Zhang, GI Allen, H Zhu, D Dunson
Neuroimage 197, 330-343, 2019
Rate-invariant analysis of covariance trajectories
Z Zhang, J Su, E Klassen, H Le, A Srivastava
Journal of Mathematical Imaging and Vision 60, 1306-1323, 2018
Gaussian blurring-invariant comparison of signals and images
Z Zhang, E Klassen, A Srivastava
IEEE transactions on image processing 22 (8), 3145-3157, 2013
Bayesian clustering of shapes of curves
Z Zhang, D Pati, A Srivastava
Journal of Statistical Planning and Inference 166, 171-186, 2015
Common and individual structure of brain networks
L Wang, Z Zhang, D Dunson
The Annals of Applied Statistics 13 (1), 85-112, 2019
Blurring-invariant Riemannian metrics for comparing signals and images
Z Zhang, E Klassen, A Srivastava, P Turaga, R Chellappa
2011 International Conference on Computer Vision, 1770-1775, 2011
Symmetric bilinear regression for signal subgraph estimation
L Wang, Z Zhang, D Dunson
IEEE Transactions on Signal Processing 67 (7), 1929-1940, 2019
Phase-amplitude separation and modeling of spherical trajectories
Z Zhang, E Klassen, A Srivastava
Journal of Computational and Graphical Statistics 27 (1), 85-97, 2018
Testing stationarity of brain functional connectivity using change-point detection in fmri data
M Dai, Z Zhang, A Srivastava
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
Discovering common change-point patterns in functional connectivity across subjects
M Dai, Z Zhang, A Srivastava
Medical image analysis 58, 101532, 2019
Analyzing dynamical brain functional connectivity as trajectories on space of covariance matrices
M Dai, Z Zhang, A Srivastava
IEEE transactions on medical imaging 39 (3), 611-620, 2019
Nonparametric bayes models of fiber curves connecting brain regions
Z Zhang, M Descoteaux, DB Dunson
Journal of the American Statistical Association, 2019
Elastic registration and shape analysis of functional objects
Z Zhang, Q Xie, A Srivastava
Geometry Driven Statistics, 218-238, 2015
Brain structural connectomes indicate shared neural circuitry involved in subjective experience of cognitive and physical fatigue in older adults
TM Baran, Z Zhang, AJ Anderson, K McDermott, F Lin
Brain imaging and behavior, 1-12, 2019
Processing speed and attention training modifies autonomic flexibility: A mechanistic intervention study
FV Lin, Y Tao, Q Chen, M Anthony, Z Zhang, D Tadin, KL Heffner
NeuroImage 213, 116730, 2020
Robust comparison of kernel densities on spherical domains
Z Zhang, E Klassen, A Srivastava
Sankhya A 81 (1), 144-171, 2019
Mapping brain structural connectivities to functional networks via graph encoder-decoder with interpretable latent embeddings
Y Li, R Shafipour, G Mateos, Z Zhang
2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2019
Insula and putamen centered functional connectivity networks reflect healthy agers' subjective experience of cognitive fatigue in multiple tasks
AJ Anderson, P Ren, TM Baran, Z Zhang, F Lin
Cortex 119, 428-440, 2019
Discovering change-point patterns in dynamic functional brain connectivity of a population
M Dai, Z Zhang, A Srivastava
International Conference on Information Processing in Medical Imaging, 361-372, 2017
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