Zhengwu Zhang

About Zhengwu Zhang

Zhengwu Zhang, With an exceptional h-index of 16 and a recent h-index of 15 (since 2020), a distinguished researcher at University of North Carolina at Chapel Hill, specializes in the field of Computational Statistics, Machine Learning, Bayes, Image Analysis, Shape Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Brain white matter pathways of resilience to chronic back pain: a multisite validation

Joint Semi-Symmetric Tensor PCA for Integrating Multi-modal Populations of Networks

Tree representations of brain structural connectivity via persistent homology

The impact of multiband and in-plane acceleration on white matter microstructure analysis

Continuous and Atlas-free Analysis of Brain Structural Connectivity

Genetic underpinnings of brain structural connectome for young adults

Diffusion MRI Prediction and Harmonization through Q-space Modeling

Lesa: longitudinal elastic shape analysis of brain subcortical structures

Zhengwu Zhang Information

University

Position

___

Citations(all)

853

Citations(since 2020)

751

Cited By

336

hIndex(all)

16

hIndex(since 2020)

15

i10Index(all)

26

i10Index(since 2020)

25

Email

University Profile Page

Google Scholar

Zhengwu Zhang Skills & Research Interests

Computational Statistics

Machine Learning

Bayes

Image Analysis

Shape Analysis

Top articles of Zhengwu Zhang

Brain white matter pathways of resilience to chronic back pain: a multisite validation

bioRxiv

2024

Joint Semi-Symmetric Tensor PCA for Integrating Multi-modal Populations of Networks

arXiv preprint arXiv:2312.14416

2023/12/22

Tree representations of brain structural connectivity via persistent homology

Frontiers in Neuroscience

2023/10/13

The impact of multiband and in-plane acceleration on white matter microstructure analysis

bioRxiv

2023/9/24

Continuous and Atlas-free Analysis of Brain Structural Connectivity

arXiv preprint arXiv:2308.05738

2023/8/10

Xing Qiu
Xing Qiu

H-Index: 21

Zhengwu Zhang
Zhengwu Zhang

H-Index: 9

Genetic underpinnings of brain structural connectome for young adults

Journal of the American Statistical Association

2023/7/3

Diffusion MRI Prediction and Harmonization through Q-space Modeling

arXiv preprint arXiv:2304.14188

2023/4/27

Lesa: longitudinal elastic shape analysis of brain subcortical structures

Journal of the American Statistical Association

2023/1/2

Bayesian hierarchical modeling on covariance valued data

Stat

2023/1

Zhengwu Zhang
Zhengwu Zhang

H-Index: 9

Anirban Bhattacharya
Anirban Bhattacharya

H-Index: 8

Low Tree-Rank Bayesian Vector Autoregression Models

Journal of Machine Learning Research

2023/9/25

Zhengwu Zhang
Zhengwu Zhang

H-Index: 9

Motion-Invariant Variational Auto-Encoding of Brain Structural Connectomes

arXiv preprint arXiv:2212.04535

2022/12/8

Meimei Liu
Meimei Liu

H-Index: 4

Zhengwu Zhang
Zhengwu Zhang

H-Index: 9

Interpretive JIVE: Connections with CCA and an application to brain connectivity

Frontiers in Neuroscience

2022/10/14

Interpretable AI for relating brain structural and functional connectomes

arXiv preprint arXiv:2210.05672

2022/10/10

Zhengwu Zhang
Zhengwu Zhang

H-Index: 9

Learning to model the relationship between brain structural and functional connectomes

IEEE Transactions on Signal and Information Processing over Networks

2022/9/23

Analyzing brain structural connectivity as continuous random functions

2022/9/16

Zhengwu Zhang
Zhengwu Zhang

H-Index: 9

High-dimensional spatial quantile function-on-scalar regression

Journal of the American Statistical Association

2022/9/14

Outlier detection for multi-network data

Bioinformatics

2022/8/15

Pritam Dey
Pritam Dey

H-Index: 4

Zhengwu Zhang
Zhengwu Zhang

H-Index: 9

Enhancing cortical network-level participation coefficient as a potential mechanism for transfer in cognitive training in aMCI

NeuroImage

2022/7/1

Amplitude Mean of Functional Data on S2 and its Accurate Computation

Journal of Mathematical Imaging and Vision

2022/6/23

Zhengwu Zhang
Zhengwu Zhang

H-Index: 9

Bayan Saparbayeva
Bayan Saparbayeva

H-Index: 1

Optimized diffusion imaging for brain structural connectome analysis

IEEE transactions on medical imaging

2022/3/4

Arun Venkataraman
Arun Venkataraman

H-Index: 4

Zhengwu Zhang
Zhengwu Zhang

H-Index: 9

See List of Professors in Zhengwu Zhang University(University of North Carolina at Chapel Hill)

Co-Authors

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