Research Output 1995 2017

2017
3 Citations

3D tract-specific local and global analysis of white matter integrity in Alzheimer's disease

Jin, Y., Huang, C., Daianu, M., Zhan, L., Dennis, E. L., Reid, R. I., Jack, C. R., Zhu, H., Thompson, P. M. & Alzheimer's Disease Neuroimaging Initiative Mar 1 2017 In : Human Brain Mapping. 38, 3, p. 1191-1207 17 p.

Research output: Research - peer-reviewArticle

Alzheimer Disease
White Matter
Workflow
Atlases
Nervous System Diseases
1 Citations

Bayesian longitudinal low-rank regression models for imaging genetic data from longitudinal studies

Lu, Z. H., Khondker, Z., Ibrahim, J. G., Wang, Y. & Zhu, H. Apr 1 2017 In : NeuroImage. 149, p. 305-322 18 p.

Research output: Research - peer-reviewArticle

Genetic Models
Longitudinal Studies
Neuroimaging
Single Nucleotide Polymorphism
Alzheimer Disease
1 Citations

Common and heritable components of white matter microstructure predict cognitive function at 1 and 2 y

Seung, J. L., Rachel, J. S., Yang, Y., Sarah, J. S., Michael, C. N., Martin, A. S., Hongtu, Z. & John, H. G. Jan 3 2017 In : Proceedings of the National Academy of Sciences of the United States of America. 114, 1, p. 148-153 6 p.

Research output: Research - peer-reviewArticle

Cognition
White Matter
Parturition
Diffusion Tensor Imaging
Aptitude

Genome-wide association analysis of secondary imaging phenotypes from the Alzheimer's disease neuroimaging initiative study

Zhu, W., Yuan, Y., Zhang, J., Zhou, F., Knickmeyer, R. C. & Zhu, H. Feb 1 2017 In : NeuroImage. 146, p. 983-1002 20 p.

Research output: Research - peer-reviewArticle

Genome-Wide Association Study
Neuroimaging
Alzheimer Disease
Phenotype
Molecular Epidemiology

Groupwise envelope models for imaging genetic analysis

Park, Y., Su, Z. & Zhu, H. 2017 (Accepted/In press) In : Biometrics.

Research output: Research - peer-reviewArticle

Envelope
Imaging
Model
Genetic Models
Neuroimaging
2 Citations

Hidden Markov latent variable models with multivariate longitudinal data

Song, X., Xia, Y. & Zhu, H. Mar 1 2017 In : Biometrics. 73, 1, p. 313-323 11 p.

Research output: Research - peer-reviewArticle

Latent Variable Models
Multivariate Data
Longitudinal Data
Markov Model
Model

How chronic self-regulatory stress, poor anger regulation, and momentary affect undermine treatment for alcohol use disorder: Integrating social action theory with the dynamic model of relapse

Maisto, S. A., Xie, F. C., Witkiewitz, K., Ewart, C. K., Connors, G. J., Zhu, H., Elder, G., Ditmar, M. & Chow, S. M. Mar 1 2017 In : Journal of Social and Clinical Psychology. 36, 3, p. 238-263 26 p.

Research output: Research - peer-reviewArticle

Anger
Drinking
Alcohols
Recurrence
Therapeutics

Influence analysis for skew-normal semiparametric joint models of multivariate longitudinal and multivariate survival data

Tang, A. M., Tang, N. S. & Zhu, H. Apr 30 2017 In : Statistics in Medicine. 36, 9, p. 1476-1490 15 p.

Research output: Research - peer-reviewArticle

Multivariate Survival Data
Influence Analysis
Joint Model
Semiparametric Model
Skew

LCN: A random graph mixture model for community detection in functional brain networks

Bryant, C., Zhu, H., Ahn, M. & Ibrahim, J. 2017 In : Statistics and its Interface. 10, 3, p. 369-378 10 p.

Research output: Research - peer-reviewArticle

Latent Class
Community Detection
Community Structure
Graph Model
Mixture Model
3 Citations

Regression models on Riemannian symmetric spaces

Cornea, E., Zhu, H., Kim, P., Ibrahim, J. G. & the Alzheimer's Disease Neuroimaging Initiative Mar 1 2017 In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 79, 2, p. 463-482 20 p.

Research output: Research - peer-reviewArticle

Riemannian Symmetric Space
Regression Model
Regression model
Test Statistic
Euclidean space
2016
5 Citations
Serotonin Uptake Inhibitors
Cohort Studies
Depression
Brain
Therapeutics
5 Citations

Cortical thickness and surface area in neonates at high risk for schizophrenia

Li, G., Wang, L., Shi, F., Lyall, A. E., Ahn, M., Peng, Z., Zhu, H., Lin, W., Gilmore, J. H. & Shen, D. Jan 1 2016 In : Brain Structure and Function. 221, 1, p. 447-461 15 p.

Research output: Research - peer-reviewArticle

Schizophrenia
Occipital Lobe
Gyrus Cinguli
Broca Area
Auditory Cortex
20 Citations

Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease

Allen, G. I. , Amoroso, N. , Anghel, C. , Balagurusamy, V. , Bare, C. J. , Beaton, D. , Bellotti, R. , Bennett, D. A. , Boehme, K. L. , Boutros, P. C. , Caberlotto, L. , Caloian, C. , Campbell, F. , Chaibub Neto, E. , Chang, Y. C. , Chen, B. , Chen, C. Y. , Chien, T. Y. , Clark, T. , Das, S. & 81 others Davatzikos, C., Deng, J., Dillenberger, D., Dobson, R. J. B., Dong, Q., Doshi, J., Duma, D., Errico, R., Erus, G., Everett, E., Fardo, D. W., Friend, S. H., Fröhlich, H., Gan, J., St George-Hyslop, P., Ghosh, S. S., Glaab, E., Green, R. C., Guan, Y., Hong, M. Y., Huang, C., Hwang, J., Ibrahim, J., Inglese, P., Iyappan, A., Jiang, Q., Katsumata, Y., Kauwe, J. S. K., Klein, A., Kong, D., Krause, R., Lalonde, E., Lauria, M., Lee, E., Lin, X., Liu, Z., Livingstone, J., Logsdon, B. A., Lovestone, S., Ma, T. W., Malhotra, A., Mangravite, L. M., Maxwell, T. J., Merrill, E., Nagorski, J., Namasivayam, A., Narayan, M., Naz, M., Newhouse, S. J., Norman, T. C., Nurtdinov, R. N., Oyang, Y. J., Pawitan, Y., Peng, S., Peters, M. A., Piccolo, S. R., Praveen, P., Priami, C., Sabelnykova, V. Y., Senger, P., Shen, X., Simmons, A., Sotiras, A., Stolovitzky, G., Tangaro, S., Tateo, A., Tung, Y. A., Tustison, N. J., Varol, E., Vradenburg, G., Weiner, M. W., Xiao, G., Xie, L., Xie, Y., Xu, J., Yang, H., Zhan, X., Zhou, Y., Zhu, F., Zhu, H. & Zhu, S. Jun 1 2016 In : Alzheimer's and Dementia. 12, 6, p. 645-653 9 p.

Research output: Research - peer-reviewArticle

Alzheimer Disease
Cognitive Dysfunction
Benchmarking
Meta-Analysis
Early Diagnosis
5 Citations

Dystrophin-deficient dogs with reduced myostatin have unequal muscle growth and greater joint contractures

Kornegay, J. N., Bogan, D. J., Bogan, J. R., Dow, J. L., Wang, J., Fan, Z., Liu, N., Warsing, L. C., Grange, R. W., Ahn, M., Balog-Alvarez, C. J., Cotten, S. W., Willis, M. S., Brinkmeyer-Langford, C., Zhu, H., Palandra, J., Morris, C. A., Styner, M. A. & Wagner, K. R. Apr 4 2016 In : Skeletal Muscle. 6, 1, 14

Research output: Research - peer-reviewArticle

Myostatin
Dystrophin
Contracture
Joints
Dogs
Stochastic Approximation
Expectation-maximization Algorithm
Nonlinear Ordinary Differential Equations
Random Effects
Approximation Algorithms

Reinforced Angle-Based Multicategory Support Vector Machines

Zhang, C., Liu, Y., Wang, J. & Zhu, H. Jul 2 2016 In : Journal of Computational and Graphical Statistics. 25, 3, p. 806-825 20 p.

Research output: Research - peer-reviewArticle

Support Vector Machine
Angle
Support vector machine
Prediction
Dual problem

Reperfusion beyond 6 hours reduces infarct probability in moderately ischemic brain tissue

An, H., Ford, A. L., Eldeniz, C., Chen, Y., Vo, K. D., Zhu, H., Powers, W. J., Lin, W. & Lee, J. M. Jan 1 2016 In : Stroke. 47, 1, p. 99-105 7 p.

Research output: Research - peer-reviewArticle

Reperfusion
Brain
Perfusion
Stroke
Ischemia

Single-index varying coefficient model for functional responses

Luo, X., Zhu, L. & Zhu, H. Dec 1 2016 In : Biometrics. 72, 4, p. 1275-1284 10 p.

Research output: Research - peer-reviewArticle

Single-index Model
Varying Coefficient Model
Functional Response
functional response models
Varying Coefficients

SR-HARDI: Spatially Regularizing High Angular Resolution Diffusion Imaging

Rao, S., Ibrahim, J. G., Cheng, J., Yap, P. T. & Zhu, H. Oct 1 2016 In : Journal of Computational and Graphical Statistics. 25, 4, p. 1195-1211 17 p.

Research output: Research - peer-reviewArticle

High Angular Resolution
Regression Model
Imaging
Regression model
Voxel
3 Citations

STGP: Spatio-temporal Gaussian process models for longitudinal neuroimaging data

Hyun, J. W., Li, Y., Huang, C., Styner, M., Lin, W., Zhu, H. & for the Alzheimer's Disease Neuroimaging Initiative Jul 1 2016 In : NeuroImage. 134, p. 550-562 13 p.

Research output: Research - peer-reviewArticle

Neuroimaging
Brain
Spatial Analysis
Lateral Ventricles
Brain Diseases
1 Citations

The statistics and mathematics of high dimension low sample size asymptotics

Shen, D., Shen, H., Zhu, H. & Marron, J. S. Oct 1 2016 In : Statistica Sinica. 26, 4, p. 1747-1770 24 p.

Research output: Research - peer-reviewArticle

Spike
Eigenvector
Higher Dimensions
Sample Size
Statistics
2015
3 Citations

A sparse reduced rank framework for group analysis of functional neuroimaging data

Ahn, M., Shen, H., Lin, W. & Zhu, H. Jan 1 2015 In : Statistica Sinica. 25, 1, p. 295-312 18 p.

Research output: Research - peer-reviewArticle

Reduced Rank
Neuroimaging
Framework
Connectivity
Disorder
2 Citations

Bayesian analysis of ambulatory blood pressure dynamics with application to irregularly spaced sparse data

Lu, Z. H., Chow, S. M., Sherwood, A. & Zhu, H. Sep 1 2015 In : Annals of Applied Statistics. 9, 3, p. 1601-1620 20 p.

Research output: Research - peer-reviewArticle

Sparse Data
Blood Pressure
Bayesian Analysis
Bayesian analysis
Stochastic differential equations
1 Citations

Bflcrm: A bayesian functional linear cox regression model for predicting time to conversion to alzheimer’s disease

Lee, E., Zhu, H., Kong, D., Wang, Y., Giovanello, K. S. & Ibrahim, J. G. Dec 1 2015 In : Annals of Applied Statistics. 9, 4, p. 2153-2178 26 p.

Research output: Research - peer-reviewArticle

Cox Regression Model
Alzheimer's Disease
Linear Regression Model
Regression model
Alzheimer's disease
3 Citations

Clustering High-Dimensional Landmark-Based Two-Dimensional Shape Data

Huang, C., Styner, M. & Zhu, H. Jul 3 2015 In : Journal of the American Statistical Association. 110, 511, p. 946-961 16 p.

Research output: Research - peer-reviewArticle

Landmarks
High-dimensional
Clustering
Factors
Spatial correlation

Cooks distance measures for varying coefficient models with functional responses

Gao, Q., Ahn, M. & Zhu, H. Apr 3 2015 In : Technometrics. 57, 2, p. 268-280 13 p.

Research output: Research - peer-reviewArticle

Cook's Distance
Varying Coefficient Model
Functional Response
Distance Measure
Tensors
25 Citations

Decreases in Short Term Memory, IQ, and Altered Brain Metabolic Ratios in Urban Apolipoprotein ε4 Children Exposed to Air Pollution

Calderón-Garcidueñas, L., Mora-Tiscareño, A., Franco-Lira, M., Zhu, H., Lu, Z., Solorio, E., Torres-Jardón, R. & D'Angiulli, A. Jan 1 2015 In : Journal of Alzheimer's Disease. 45, 3, p. 757-770 14 p.

Research output: Research - peer-reviewArticle

Apolipoproteins
Air Pollution
Apolipoproteins E
Short-Term Memory
Brain
14 Citations

Defining the Ischemic Penumbra Using Magnetic Resonance Oxygen Metabolic Index

An, H., Ford, A. L., Chen, Y., Zhu, H., Ponisio, R., Kumar, G., Shanechi, A. M., Khoury, N., Vo, K. D., Williams, J., Derdeyn, C. P., Diringer, M. N., Panagos, P., Powers, W. J., Lee, J. M. & Lin, W. Apr 20 2015 In : Stroke. 46, 4, p. 982-988 7 p.

Research output: Research - peer-reviewArticle

Magnetic Resonance Spectroscopy
Oxygen
Reperfusion
Stroke
Cerebrovascular Circulation

Diagnostic measures for the Cox regression model with missing covariates

Zhu, H., Ibrahim, J. G. & Chen, M. H. Dec 1 2015 In : Biometrika. 102, 4, p. 907-923 17 p.

Research output: Research - peer-reviewArticle

Martingale Residuals
Cox Regression Model
Missing Covariates
Goodness of fit
Diagnostics
1 Citations

Diseased Region Detection of Longitudinal Knee Magnetic Resonance Imaging Data

Huang, C., Shan, L., Charles, H. C., Wirth, W., Niethammer, M. & Zhu, H. Sep 1 2015 In : IEEE Transactions on Medical Imaging. 34, 9, p. 1914-1927 14 p., 7065250

Research output: Research - peer-reviewArticle

Cartilage
Knee
Magnetic Resonance Imaging
Hidden Markov models
Osteoarthritis
Nonlinear Mixed Effects Model
Trajectory
Trajectories
Simultaneous Confidence Bands
Covariance Operator

Functional Nonlinear Mixed Effects Models for Longitudinal Image Data

Luo, X., Zhu, L., Kong, L. & Zhu, H. Jan 1 2015 In : Information processing in medical imaging : proceedings of the ... conference. 24, p. 794-805 12 p.

Research output: Research - peer-reviewArticle

Growth
Autistic Disorder
Skeleton
Neurodegenerative Diseases
Databases
10 Citations

FVGWAS: Fast voxelwise genome wide association analysis of large-scale imaging genetic data

Huang, M., Nichols, T., Huang, C., Yu, Y., Lu, Z., Knickmeyer, R. C., Feng, Q., Zhu, H. & Alzheimer's Disease Neuroimaging Initiative Sep 1 2015 In : NeuroImage. 118, p. 613-627 15 p.

Research output: Research - peer-reviewArticle

Genome-Wide Association Study
Genome
Brain
Neurodegenerative Diseases
Single Nucleotide Polymorphism
8 Citations
Partial Epilepsy
Positron Emission Tomography Computed Tomography
Single-Photon Emission-Computed Tomography
Electroencephalography
Epilepsy
2 Citations

Multiple SNP Set Analysis for Genome-Wide Association Studies Through Bayesian Latent Variable Selection

Lu, Z. H., Zhu, H., Knickmeyer, R. C., Sullivan, P. F., Williams, S. N. & Zou, F. Dec 1 2015 In : Genetic Epidemiology. 39, 8, p. 664-677 14 p.

Research output: Research - peer-reviewArticle

Genome-Wide Association Study
Single Nucleotide Polymorphism
Markov Chains
Phenotype
5 Citations

Predicting Alzheimer's disease using combined imaging-whole genome SNP data

Kong, D., Giovanello, K. S., Wang, Y., Lin, W., Lee, E., Fan, Y., Murali Doraiswamy, P. & Zhu, H. Jun 25 2015 In : Journal of Alzheimer's Disease. 46, 3, p. 695-702 8 p.

Research output: Research - peer-reviewArticle

Single Nucleotide Polymorphism
Alzheimer Disease
Genome
Neuroimaging
Cognitive Dysfunction
7 Citations

Quantitative tract-based white matter heritability in twin neonates

Lee, S. J., Steiner, R. J., Luo, S., Neale, M. C., Styner, M., Zhu, H. & Gilmore, J. H. May 1 2015 In : NeuroImage. 111, p. 123-135 13 p.

Research output: Research - peer-reviewArticle

White Matter
Diffusion Tensor Imaging
Anisotropy
Genetic Heterogeneity
Individuality
4 Citations

Spatially Weighted Principal Component Analysis for Imaging Classification

Guo, R., Ahn, M. & Hongtu Zhu, H. Z. Jan 2 2015 In : Journal of Computational and Graphical Statistics. 24, 1, p. 274-296 23 p.

Research output: Research - peer-reviewArticle

Principal Component Analysis
Imaging
Principal component analysis
Spatial Structure
Spatial structure
1 Citations
Principal Component Regression
High-dimensional
Prediction
Graph in graph theory
Neuroimaging
1 Citations
Weights and Measures
Neuroimaging
Alzheimer Disease
5 Citations

SPReM: Sparse Projection Regression Model For High-Dimensional Linear Regression

Sun, Q., Zhu, H., Liu, Y. & Ibrahim, J. G. Jan 2 2015 In : Journal of the American Statistical Association. 110, 509, p. 289-302 14 p.

Research output: Research - peer-reviewArticle

Linear regression
Regression Model
High-dimensional
Regression
Projection
2014
8 Citations

3D osteoarthritic changes in TMJ condylar morphology correlates with specific systemic and local biomarkers of disease

Cevidanes, L. H. S., Walker, D., Schilling, J., Sugai, J., Giannobile, W., Paniagua, B., Benavides, E., Zhu, H., Marron, J. S., Jung, B. T., Baranowski, D., Rhodes, J., Nackley, A., Lim, P. F., Ludlow, J. B., Nguyen, T., Goncalves, J. R., Wolford, L., Kapila, S. & Styner, M. Jan 1 2014 In : Osteoarthritis and Cartilage. 22, 10, p. 1657-1667 11 p.

Research output: Research - peer-reviewArticle

Temporomandibular Joint
Matrix Metalloproteinases
Biomarkers
Bone
Poles
5 Citations

Antral atrophy, intestinal metaplasia, and preneoplastic markers in Mexican children with Helicobacter pylori-positive and Helicobacter pylori-negative gastritis

Villarreal-Calderon, R., Luévano-González, A., Aragón-Flores, M., Zhu, H., Yuan, Y., Xiang, Q., Yan, B., Stoll, K. A., Cross, J. V., Iczkowski, K. A. & Mackinnon, A. C. Jan 1 2014 In : Annals of Diagnostic Pathology. 18, 3, p. 129-135 7 p.

Research output: Research - peer-reviewArticle

Pylorus
Metaplasia
Gastritis
Helicobacter pylori
Atrophy
1 Citations

Bayesian case-deletion model complexity and information criterion

Zhu, H., Ibrahim, J. G. & Chen, Q. 2014 In : Statistics and its Interface. 7, 4, p. 531-542 12 p.

Research output: Research - peer-reviewArticle

Case Deletion
Model Complexity
Information Criterion
Model
Influence
20 Citations

Bayesian Generalized Low Rank Regression Models for Neuroimaging Phenotypes and Genetic Markers

Zhu, H., Khondker, Z., Lu, Z. & Ibrahim, J. G. Jul 3 2014 In : Journal of the American Statistical Association. 109, 507, p. 977-990 14 p.

Research output: Research - peer-reviewArticle

Rank Regression
Neuroimaging
Phenotype
Regression Model
Regression model
6 Citations

Bayesian sensitivity analysis of statistical models with missing data

Zhu, H., Ibrahim, J. G. & Tang, N. Apr 1 2014 In : Statistica Sinica. 24, 2, p. 871-896 26 p.

Research output: Research - peer-reviewArticle

Bayesian Analysis
Missing Data
Statistical Model
Sensitivity Analysis
Perturbation
18 Citations

Characteristics of magnetic resonance imaging biomarkers in a natural history study of golden retriever muscular dystrophy

Fan, Z., Wang, J., Ahn, M., Shiloh-Malawsky, Y., Chahin, N., Elmore, S., Bagnell, C. R., Wilber, K., An, H., Lin, W., Zhu, H., Styner, M. & Kornegay, J. N. Feb 1 2014 In : Neuromuscular Disorders. 24, 2, p. 178-191 14 p.

Research output: Research - peer-reviewArticle

Muscular Dystrophies
Natural History
Biomarkers
Magnetic Resonance Imaging
Dogs
6 Citations

Clinically Relevant Reperfusion in Acute Ischemic Stroke: MTT Performs Better than Tmax and TTP

Ford, A. L., An, H., Kong, L., Zhu, H., Vo, K. D., Powers, W. J., Lin, W. & Lee, J. M. 2014 In : Translational Stroke Research. 5, 3, p. 415-421 7 p.

Research output: Research - peer-reviewArticle

Reperfusion
Stroke
National Institutes of Health (U.S.)
Perfusion
Regression Analysis
54 Citations

Common variants in psychiatric risk genes predict brain structure at birth

Knickmeyer, R. C., Wang, J., Zhu, H., Geng, X., Woolson, S., Hamer, R. M., Konneker, T., Lin, W., Styner, M. & Gilmore, J. H. Jan 1 2014 In : Cerebral Cortex. 24, 5, p. 1230-1246 17 p.

Research output: Research - peer-reviewArticle

Psychiatry
Parturition
Newborn Infant
Brain
Genes
11 Citations

Empirical likelihood for estimating equations with nonignorably missing data

Tang, N., Zhao, P. & Zhu, H. Apr 1 2014 In : Statistica Sinica. 24, 2, p. 723-747 25 p.

Research output: Research - peer-reviewArticle

Empirical Likelihood
Estimating Equation
Missing Data
Empirical likelihood
Missing data