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Zhengwu Zhang
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Mapping population-based structural connectomes
Z Zhang, M Descoteaux, J Zhang, G Girard, M Chamberland, D Dunson, ...
NeuroImage 172, 130-145, 2018
1102018
Tensor network factorizations: Relationships between brain structural connectomes and traits
Z Zhang, GI Allen, H Zhu, D Dunson
Neuroimage 197, 330-343, 2019
102*2019
Which multiband factor should you choose for your resting-state fMRI study?
BB Risk, RJ Murden, J Wu, MB Nebel, A Venkataraman, Z Zhang, D Qiu
NeuroImage 234, 117965, 2021
662021
Common and individual structure of brain networks
L Wang, Z Zhang, D Dunson
The Annals of Applied Statistics 13 (1), 85-112, 2019
622019
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
55*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
412013
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
352019
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
342020
Bayesian clustering of shapes of curves
Z Zhang, D Pati, A Srivastava
Journal of Statistical Planning and Inference 166, 171-186, 2015
342015
Brain imaging biomarkers for chronic pain
Z Zhang, JS Gewandter, P Geha
Frontiers in Neurology 12, 734821, 2022
312022
Symmetric bilinear regression for signal subgraph estimation
L Wang, Z Zhang, D Dunson
IEEE Transactions on Signal Processing 67 (7), 1929-1940, 2019
312019
Learning clique subgraphs in structural brain network classification with application to crystallized cognition
L Wang, FV Lin, M Cole, Z Zhang
NeuroImage 225, 117493, 2021
302021
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 14, 2488-2499, 2020
292020
High-dimensional spatial quantile function-on-scalar regression
Z Zhang, X Wang, L Kong, H Zhu
Journal of the American Statistical Association 117 (539), 1563-1578, 2022
242022
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
232011
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
222018
Surface‐Based Connectivity Integration: An atlas‐free approach to jointly study functional and structural connectivity
M Cole, K Murray, E St‐Onge, B Risk, J Zhong, G Schifitto, M Descoteaux, ...
Human Brain Mapping 42 (11), 3481-3499, 2021
212021
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
212019
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
212019
Soft tensor regression
G Papadogeorgou, Z Zhang, DB Dunson
Journal of Machine Learning Research 22 (219), 1-53, 2021
182021
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Articles 1–20