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Research Output 1995 2019

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2019
1 Citations

Quantile regression for functional partially linear model in ultra-high dimensions

Ma, H., Li, T., Zhu, H. & Zhu, Z., Jan 1 2019, In : Computational Statistics and Data Analysis. 129, p. 135-147 13 p.

Research output: Contribution to journalArticle

Functional Linear Model
Partially Linear Model
Conditional Quantiles
Quantile Function
Quantile Regression
2018
1 Citations

A benchmark for comparing precision medicine methods in thyroid cancer diagnosis using tissue microarrays

Wang, C. W., Lee, Y. C., Calista, E., Zhou, F., Zhu, H., Suzuki, R., Komura, D., Ishikawa, S. & Cheng, S. P., May 15 2018, In : Bioinformatics. 34, 10, p. 1767-1773 7 p.

Research output: Contribution to journalArticle

Benchmarking
Precision Medicine
Microarrays
Thyroid Neoplasms
Microarray
3 Citations

Adolescent alcohol exposure decreases frontostriatal resting-state functional connectivity in adulthood

Broadwater, M. A., Lee, S. H., Yu, Y., Zhu, H., Crews, F. T., Robinson, D. L. & Shih, Y-Y. I., Mar 1 2018, In : Addiction Biology. 23, 2, p. 810-823 14 p.

Research output: Contribution to journalArticle

Prefrontal Cortex
Alcohols
Nucleus Accumbens
Ethanol
Putamen

A Generic Sure Independence Screening Procedure

Pan, W., Wang, X., Xiao, W. & Zhu, H., Jan 1 2018, (Accepted/In press) In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

Screening
Medicine
Statistical Learning
Pursuit
High-dimensional Data

A web-based system for neural network based classification in temporomandibular joint osteoarthritis

de Dumast, P., Mirabel, C., Cevidanes, L., Ruellas, A., Yatabe, M., Ioshida, M., Ribera, N. T., Michoud, L., Gomes, L., Huang, C., Zhu, H., Muniz, L., Shoukri, B., Paniagua, B., Styner, M. A., Pieper, S., Budin, F., Vimort, J. B., Pascal, L. & Prieto, J. C., Jul 1 2018, In : Computerized Medical Imaging and Graphics. 67, p. 45-54 10 p.

Research output: Contribution to journalArticle

Temporomandibular Joint
Osteoarthritis
Information Storage and Retrieval
Neural networks
Classifiers

Bayesian adaptive group lasso with semiparametric hidden Markov models

Kang, K., Song, X., Hu, X. J. & Zhu, H., Jan 1 2018, (Accepted/In press) In : Statistics in medicine.

Research output: Contribution to journalArticle

Conditional Model
Transition Model
Lasso
Alzheimer's Disease
Markov Model

Efficient Robust Estimation for Linear Models with Missing Response at Random

Tang, M. L., Tang, N. S., Zhao, P. Y. & Zhu, H., Jun 1 2018, In : Scandinavian Journal of Statistics. 45, 2, p. 366-381 16 p.

Research output: Contribution to journalArticle

Efficient Estimation
Robust Estimation
Linear Model
Regression
Linear Regression Model
1 Citations

FLCRM: Functional linear cox regression model

Kong, D., Ibrahim, J. G., Lee, E. & Zhu, H., Mar 1 2018, In : Biometrics. 74, 1, p. 109-117 9 p.

Research output: Contribution to journalArticle

Cox Regression Model
Linear Regression Model
Proportional Hazards Models
Linear regression
Neuroimaging

FSEM: Functional Structural Equation Models for Twin Functional Data

Luo, S., Song, R., Styner, M. A., Gilmore, J. H. & Zhu, H., Jul 6 2018, (Accepted/In press) In : Journal of the American Statistical Association. p. 1-14 14 p.

Research output: Contribution to journalArticle

Structural Equation Model
Functional Data
Functional equation
Weighted Likelihood
Covariance Operator

Functional linear regression models for nonignorable missing scalar responses

Alzheimers Disease Neuroimaging Initiative, Oct 1 2018, In : Statistica Sinica. 28, 4, p. 1867-1886 20 p.

Research output: Contribution to journalArticle

Estimating Equation
Linear Regression Model
Exponential Tilting
Nonignorable Missing Data
Scalar

Genetic influences on neonatal cortical thickness and surface area

Jha, S. C., Xia, K., Schmitt, J. E., Ahn, M., Girault, J. B., Murphy, V. A., Li, G., Wang, L., Shen, D., Zou, F., Zhu, H., Styner, M. A., Santelli, R. C. & Gilmore, J. H., Dec 1 2018, In : Human Brain Mapping. 39, 12, p. 4998-5013 16 p.

Research output: Contribution to journalArticle

Outcome Assessment (Health Care)
Newborn Infant

Hard thresholding regression

Sun, Q., Jiang, B., Zhu, H. & Ibrahim, J. G., Jan 1 2018, (Accepted/In press) In : Scandinavian Journal of Statistics.

Research output: Contribution to journalArticle

Thresholding
Regression
Penalized Regression
Oracle Property
Estimator

Machine learning applications in head and neck radiation oncology: Lessons from open-source radiomics challenges

on behalf of MICCAI/M.D. Anderson Cancer Center Head and Neck Quantitative Imaging Working Group, Aug 17 2018, In : Frontiers in Oncology. 8, AUG, 294.

Research output: Contribution to journalArticle

Radiation Oncology
Neck
Head
Oropharyngeal Neoplasms
Recurrence

Mapping population-based structural connectomes

Zhang, Z., Descoteaux, M., Zhang, J., Girard, G., Chamberland, M., Dunson, D., Srivastava, A. & Zhu, H., May 15 2018, In : NeuroImage. 172, p. 130-145 16 p.

Research output: Contribution to journalArticle

Connectome
Population
Brain
Post and Core Technique
Dilatation

MILFM: Multiple index latent factor model based on high-dimensional features

Yang, H., Zhu, H. & Ibrahim, J. G., Sep 1 2018, In : Biometrics. 74, 3, p. 834-844 11 p.

Research output: Contribution to journalArticle

Factor Models
High-dimensional
Model-based
Modeling
Prediction Model

Nucleoside diphosphate kinase-3 (NME3) enhances TLR5-induced NFkB activation

Flentie, K., Gonzalez, C., Kocher, B., Wang, Y., Zhu, H., Marasa, J. & Piwnica-Worms, D., Jun 1 2018, In : Molecular Cancer Research. 16, 6, p. 986-999 14 p.

Research output: Contribution to journalArticle

NM23 Nucleoside Diphosphate Kinases
Toll-Like Receptor 5
Flagellin
Neoplasms
Innate Immunity

Quantitative tract-based white matter heritability in 1- and 2-year-old twins

Lee, S. J., Zhang, J., Neale, M. C., Styner, M. A., Zhu, H. & Gilmore, J. H., Jan 1 2018, (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

Diffusion Tensor Imaging
Anisotropy
Cognition
Psychiatry
Newborn Infant

SMAC: Spatial multi-category angle-based classifier for high-dimensional neuroimaging data

for the Alzheimer's Disease Neuroimaging Initiative, Jul 15 2018, In : NeuroImage. 175, p. 230-245 16 p.

Research output: Contribution to journalArticle

Neuroimaging
Biomarkers
Neurodegenerative Diseases
Neoplasms
Direction compound
2017
5 Citations

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

Alzheimer's Disease Neuroimaging Initiative, Mar 1 2017, In : Human Brain Mapping. 38, 3, p. 1191-1207 17 p.

Research output: Contribution to journalArticle

Alzheimer Disease
White Matter
Workflow
Atlases
Nervous System Diseases
1 Citations

A Functional Varying-Coefficient Single-Index Model for Functional Response Data

for the Alzheimer’s Disease Neuroimaging Initiative, Jul 3 2017, In : Journal of the American Statistical Association. 112, 519, p. 1169-1181 13 p.

Research output: Contribution to journalArticle

Single-index Model
Varying Coefficient Model
Functional Response
Varying Coefficients
Covariance Function

Bayesian hidden Markov models for delineating the pathology of Alzheimer’s disease

Kang, K., Cai, J., Song, X. & Zhu, H., Jan 1 2017, (Accepted/In press) In : Statistical methods in medical research.

Research output: Contribution to journalArticle

Alzheimer's Disease
Markov Model
Alzheimer Disease
Pathology
Semiparametric Regression
3 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: Contribution to journalArticle

Genetic Models
Longitudinal Studies
Neuroimaging
Single Nucleotide Polymorphism
Alzheimer Disease

Bayesian Sensitivity Analysis of a Nonlinear Dynamic Factor Analysis Model with Nonparametric Prior and Possible Nonignorable Missingness

Tang, N., Chow, S. M., Ibrahim, J. G. & Zhu, H., Dec 1 2017, In : Psychometrika. 82, 4, p. 875-903 29 p.

Research output: Contribution to journalArticle

Nonlinear Dynamics
Bayes Theorem
Factor analysis
Bayesian Analysis
Factor Analysis
10 Citations

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

Seung, J. L., Steiner, R. J., Yang, Y., Sarah, J. S., Michael, C. N., Martin, A. S., Zhu, H. & 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: Contribution to journalArticle

Cognition
Parturition
Diffusion Tensor Imaging
Aptitude
Age Factors
126 Citations

Early brain development in infants at high risk for autism spectrum disorder

Hazlett, H. C., Gu, H., Munsell, B. C., Kim, S. H., Styner, M., Wolff, J. J., Elison, J. T., Swanson, M. R., Zhu, H., Botteron, K. N., Collins, D. L., Constantino, J. N., Dager, S. R., Estes, A. M., Evans, A. C., Fonov, V. S., Gerig, G., Kostopoulos, P., McKinstry, R. C., Pandey, J. & 6 othersPaterson, S., Pruett, J. R., Schultz, R. T., Shaw, D. W., Zwaigenbaum, L. & Piven, J., Feb 15 2017, In : Nature. 542, 7641, p. 348-351 4 p.

Research output: Contribution to journalArticle

Child Development
Brain
Autistic Disorder
Neuroimaging
Behavioral Symptoms
3 Citations

Extrinsic Local Regression on Manifold-Valued Data

Lin, L., St. Thomas, B., Zhu, H. & Dunson, D. B., Jul 3 2017, In : Journal of the American Statistical Association. 112, 519, p. 1261-1273 13 p.

Research output: Contribution to journalArticle

Local Regression
Regression
Regression Estimate
Shape Analysis
Asymptotic Convergence
4 Citations

FGWAS: Functional genome wide association analysis

The Alzheimer's Disease Neuroimaging Initiative, Oct 1 2017, In : NeuroImage. 159, p. 107-121 15 p.

Research output: Contribution to journalArticle

Genome-Wide Association Study
Phenotype
Principal Component Analysis
Neuroimaging
Neurodegenerative Diseases
6 Citations

Generalized Scalar-on-Image Regression Models via Total Variation

for the Alzheimer’s Disease Neuroimaging Initiative, Jul 3 2017, In : Journal of the American Statistical Association. 112, 519, p. 1156-1168 13 p.

Research output: Contribution to journalArticle

Image Model
Total Variation
Regression Model
Scalar
Imaging
7 Citations

Genome-wide association analysis identifies common variants influencing infant brain volumes

ENIGMA Consortium, Aug 1 2017, In : Translational psychiatry. 7, 8, e1188.

Research output: Contribution to journalArticle

Genome-Wide Association Study
Psychiatry
Brain
Single Nucleotide Polymorphism
Genome
1 Citations

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: Contribution to journalArticle

Genome-Wide Association Study
Neuroimaging
Alzheimer Disease
Phenotype
Molecular Epidemiology
3 Citations

Genome-wide mediation analysis of psychiatric and cognitive traits through imaging phenotypes

Bi, X., Yang, L., Li, T., Wang, B., Zhu, H. & Zhang, H., Aug 1 2017, In : Human Brain Mapping. 38, 8, p. 4088-4097 10 p.

Research output: Contribution to journalArticle

Neuroimaging
Single Nucleotide Polymorphism
Psychiatry
Genome-Wide Association Study
Genome
1 Citations

Groupwise envelope models for imaging genetic analysis

Park, Y., Su, Z. & Zhu, H., Jan 1 2017, In : Biometrics. 73, 4, p. 1243-1253 11 p.

Research output: Contribution to journalArticle

Genetic Models
Neuroimaging
Envelope
genetic techniques and protocols
Imaging
5 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: Contribution to journalArticle

cocaine
Latent Variable Models
Multivariate Data
Longitudinal Data
Cocaine
1 Citations

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: Contribution to journalArticle

Anger
Drinking
Alcohols
Recurrence
Outpatients
9 Citations

Impact of Demographic and Obstetric Factors on Infant Brain Volumes: A Population Neuroscience Study

Santelli, R. C., Xia, K., Lu, Z., Ahn, M., Jha, S. C., Zou, F., Zhu, H., Styner, M. A. & Gilmore, J. H., Dec 1 2017, In : Cerebral cortex (New York, N.Y. : 1991). 27, 12, p. 5616-5625 10 p.

Research output: Contribution to journalArticle

Neurosciences
Obstetrics
Mothers
Demography
Brain

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: Contribution to journalArticle

Multivariate Survival Data
Influence Analysis
Joint Model
Semiparametric Model
Skew
1 Citations

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

Bryant, C., Zhu, H., Ahn, M. & Ibrahim, J. G., Jan 1 2017, In : Statistics and its Interface. 10, 3, p. 369-378 10 p.

Research output: Contribution to journalArticle

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

MWPCR: Multiscale Weighted Principal Component Regression for High-Dimensional Prediction

Zhu, H., Shen, D., Peng, X. & Liu, L. Y., Jul 3 2017, In : Journal of the American Statistical Association. 112, 519, p. 1009-1021 13 p.

Research output: Contribution to journalArticle

Principal Component Regression
High-dimensional
Prediction
Feature Vector
Neuroimaging
3 Citations

Performance of acoustic radiation force impulse ultrasound imaging for carotid plaque characterization with histologic validation

Czernuszewicz, T. J., Homeister, J. W., Caughey, M. C., Wang, Y., Zhu, H., Huang, B. Y., Lee, E. R., Zamora Gonzalez, C. ARMANDO., Farber, M. A., Fulton, J. J., Ford, P. F., Marston, W. A., Vallabhaneni, R., Nichols, T. C. & Gallippi, C. M., Dec 1 2017, In : Journal of Vascular Surgery. 66, 6, p. 1749-1757.e3

Research output: Contribution to journalArticle

Elasticity Imaging Techniques
Acoustics
Ultrasonography
Radiation
Collagen
6 Citations

Regression models on Riemannian symmetric spaces

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: Contribution to journalArticle

Riemannian Symmetric Space
Regression Model
Test Statistic
Euclidean space
Covariates
4 Citations
Single Nucleotide Polymorphism
Alzheimer Disease
Cognitive Dysfunction
Genome-Wide Association Study
Neuroimaging
18 Citations

Structural and Maturational Covariance in Early Childhood Brain Development

Geng, X., Li, G., Lu, Z., Gao, W., Wang, L., Shen, D., Zhu, H. & Gilmore, J. H., Mar 1 2017, In : Cerebral cortex (New York, N.Y. : 1991). 27, 3, p. 1795-1807 13 p.

Research output: Contribution to journalArticle

Seeds
Parturition
Brain
Growth
Population
2016
13 Citations
Serotonin Uptake Inhibitors
Cohort Studies
Depression
Mothers
Brain
18 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: Contribution to journalArticle

Occipital Lobe
Schizophrenia
Gyrus Cinguli
Auditory Cortex
Temporal Lobe
30 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 othersDavatzikos, 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: Contribution to journalArticle

Alzheimer Disease
Benchmarking
Meta-Analysis
Early Diagnosis
Biomarkers
11 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: Contribution to journalArticle

Myostatin
Dystrophin
Contracture
Joints
Dogs
5 Citations
Benchmarking
Social Sciences
Stochastic Approximation
Expectation-maximization Algorithm
Nonlinear Ordinary Differential Equations
4 Citations

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: Contribution to journalArticle

Support Vector Machine
Angle
Coordinate Descent
Descent Algorithm
Performance Prediction
2 Citations

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: Contribution to journalArticle

Reperfusion
Perfusion
Brain
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: Contribution to journalArticle

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