| Year |
Citation |
Score |
| 2020 |
Feng X, Li T, Song X, Zhu H. Bayesian Scalar on Image Regression With Nonignorable Nonresponse. Journal of the American Statistical Association. 115: 1574-1597. PMID 33627920 DOI: 10.1080/01621459.2019.1686391 |
0.578 |
|
| 2020 |
Zhao Y, Li T, Zhu H. Bayesian sparse heritability analysis with high-dimensional neuroimaging phenotypes. Biostatistics (Oxford, England). PMID 32948880 DOI: 10.1093/Biostatistics/Kxaa035 |
0.351 |
|
| 2020 |
Yin W, Li T, Hung SC, Zhang H, Wang L, Shen D, Zhu H, Mucha PJ, Cohen JR, Lin W. The emergence of a functionally flexible brain during early infancy. Proceedings of the National Academy of Sciences of the United States of America. PMID 32868436 DOI: 10.1073/Pnas.2002645117 |
0.303 |
|
| 2020 |
Wang Y, Ibrahim JG, Zhu H. Partial least squares for functional joint models with applications to the Alzheimer's disease neuroimaging initiative study. Biometrics. PMID 32010968 DOI: 10.1111/Biom.13219 |
0.372 |
|
| 2020 |
Chen Z, Hu J, Zhu H. Surface functional models Journal of Multivariate Analysis. 180: 104664. DOI: 10.1016/J.Jmva.2020.104664 |
0.308 |
|
| 2020 |
Bak K, Kim K, Kim PT, Koo J, Park C, Zhu H. Nonparametric matrix regression function estimation over symmetric positive definite matrices Journal of the Korean Statistical Society. 1-23. DOI: 10.1007/S42952-020-00082-5 |
0.355 |
|
| 2019 |
Zhu H, Chen K, Luo X, Yuan Y, Wang JL. FMEM: Functional Mixed Effects Models for Longitudinal Functional Responses. Statistica Sinica. 29: 2007-2033. PMID 31745381 DOI: 10.5705/Ss.202017.0505 |
0.364 |
|
| 2019 |
Pan W, Wang X, Xiao W, Zhu H. A Generic Sure Independence Screening Procedure. Journal of the American Statistical Association. 114: 928-937. PMID 31692981 DOI: 10.1080/01621459.2018.1462709 |
0.305 |
|
| 2019 |
Zhou F, Zhou H, Li T, Zhu H. Analysis of Secondary Phenotypes in Multi-group Association Studies. Biometrics. PMID 31544963 DOI: 10.1111/Biom.13157 |
0.341 |
|
| 2019 |
Zheng S, Cheng G, Guo J, Zhu H. TEST FOR HIGH DIMENSIONAL CORRELATION MATRICES. Annals of Statistics. 47: 2887-2921. PMID 31452551 DOI: 10.1214/18-Aos1768 |
0.305 |
|
| 2019 |
Nathoo FS, Kong L, Zhu H. A Review of Statistical Methods in Imaging Genetics. The Canadian Journal of Statistics = Revue Canadienne De Statistique. 47: 108-131. PMID 31274952 DOI: 10.1002/Cjs.11487 |
0.36 |
|
| 2019 |
Risk BB, Zhu H. ACE of space: estimating genetic components of high-dimensional imaging data. Biostatistics (Oxford, England). PMID 31215618 DOI: 10.1093/Biostatistics/Kxz022 |
0.374 |
|
| 2019 |
Luo S, Song R, Styner M, Gilmore JH, Zhu H. FSEM: Functional Structural Equation Models for Twin Functional Data. Journal of the American Statistical Association. 114: 344-357. PMID 31057192 DOI: 10.1080/01621459.2017.1407773 |
0.36 |
|
| 2019 |
Zhang Z, Allen GI, Zhu H, Dunson D. Tensor network factorizations: Relationships between brain structural connectomes and traits. Neuroimage. PMID 31029870 DOI: 10.1016/J.Neuroimage.2019.04.027 |
0.338 |
|
| 2019 |
Zhao Y, Zhu H, Lu Z, Knickmeyer RC, Zou F. Structured Genome-Wide Association Studies with Bayesian Hierarchical Variable Selection. Genetics. PMID 31010934 DOI: 10.1534/Genetics.119.301906 |
0.316 |
|
| 2018 |
Kang K, Song X, Hu XJ, Zhu H. Bayesian adaptive group lasso with semiparametric hidden Markov models. Statistics in Medicine. PMID 30484887 DOI: 10.1002/Sim.8051 |
0.563 |
|
| 2018 |
Lee SJ, Zhang J, Neale MC, Styner M, Zhu H, Gilmore JH. Quantitative tract-based white matter heritability in 1- and 2-year-old twins. Human Brain Mapping. PMID 30368980 DOI: 10.1002/Hbm.24436 |
0.317 |
|
| 2018 |
Schilling KG, Nath V, Hansen C, Parvathaneni P, Blaber J, Gao Y, Neher P, Aydogan DB, Shi Y, Ocampo-Pineda M, Schiavi S, Daducci A, Girard G, Barakovic M, Rafael-Patino J, ... ... Zhu H, et al. Limits to anatomical accuracy of diffusion tractography using modern approaches. Neuroimage. PMID 30317017 DOI: 10.1016/J.Neuroimage.2018.10.029 |
0.331 |
|
| 2018 |
Elhalawani H, Lin TA, Volpe S, Mohamed ASR, White AL, Zafereo J, Wong AJ, Berends JE, AboHashem S, Williams B, Aymard JM, Kanwar A, Perni S, Rock CD, Cooksey L, ... ... Zhu H, et al. Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges. Frontiers in Oncology. 8: 294. PMID 30175071 DOI: 10.3389/Fonc.2018.00294 |
0.317 |
|
| 2018 |
Tang ML, Tang N, Zhao P, Zhu H. Efficient Robust Estimation for Linear Models with Missing Response at Random. Scandinavian Journal of Statistics, Theory and Applications. 45: 366-381. PMID 30078929 DOI: 10.1111/Sjos.12296 |
0.356 |
|
| 2018 |
Zhao B, Ibrahim JG, Li Y, Li T, Wang Y, Shan Y, Zhu Z, Zhou F, Zhang J, Huang C, Liao H, Yang L, Thompson PM, Zhu H. Heritability of Regional Brain Volumes in Large-Scale Neuroimaging and Genetic Studies. Cerebral Cortex (New York, N.Y. : 1991). PMID 30010813 DOI: 10.1093/Cercor/Bhy157 |
0.316 |
|
| 2018 |
Yang H, Zhu H, Ibrahim JG. MILFM: Multiple index latent factor model based on high-dimensional features. Biometrics. PMID 29665616 DOI: 10.1111/Biom.12866 |
0.329 |
|
| 2018 |
Yu-Feng Liu L, Liu Y, Zhu H. SMAC: Spatial multi-category angle-based classifier for high-dimensional neuroimaging data. Neuroimage. PMID 29596980 DOI: 10.1016/J.Neuroimage.2018.03.040 |
0.327 |
|
| 2018 |
Howell BR, Styner MA, Gao W, Yap PT, Wang L, Baluyot K, Yacoub E, Chen G, Potts T, Salzwedel A, Li G, Gilmore JH, Piven J, Smith JK, Shen D, ... ... Zhu H, et al. The UNC/UMN Baby Connectome Project (BCP): An overview of the study design and protocol development. Neuroimage. PMID 29578031 DOI: 10.1016/J.Neuroimage.2018.03.049 |
0.325 |
|
| 2018 |
Zhang Z, Descoteaux M, Zhang J, Girard G, Chamberland M, Dunson D, Srivastava A, Zhu H. Mapping population-based structural connectomes. Neuroimage. PMID 29355769 DOI: 10.1016/J.Neuroimage.2017.12.064 |
0.32 |
|
| 2018 |
Sun Q, Jiang B, Zhu H, Ibrahim JG. Hard thresholding regression Scandinavian Journal of Statistics. 46: 314-328. DOI: 10.1111/Sjos.12353 |
0.321 |
|
| 2017 |
Kang K, Cai J, Song X, Zhu H. Bayesian hidden Markov models for delineating the pathology of Alzheimer's disease. Statistical Methods in Medical Research. 962280217748675. PMID 29278101 DOI: 10.1177/0962280217748675 |
0.627 |
|
| 2017 |
Lin L, St Thomas B, Zhu H, Dunson DB. Extrinsic local regression on manifold-valued data. Journal of the American Statistical Association. 112: 1261-1273. PMID 29225385 DOI: 10.1080/01621459.2016.1208615 |
0.359 |
|
| 2017 |
Wang X, Zhu H. Generalized Scalar-on-Image Regression Models via Total Variation. Journal of the American Statistical Association. 112: 1156-1168. PMID 29151658 DOI: 10.1080/01621459.2016.1194846 |
0.357 |
|
| 2017 |
Zhu H, Shen D, Peng X, Liu LY. MWPCR: Multiscale Weighted Principal Component Regression for High-dimensional Prediction. Journal of the American Statistical Association. 112: 1009-1021. PMID 29151657 DOI: 10.1080/01621459.2016.1261710 |
0.304 |
|
| 2017 |
Bryant C, Zhu H, Ahn M, Ibrahim J. LCN: a random graph mixture model for community detection in functional brain networks. Statistics and Its Interface. 10: 369-378. PMID 29034059 DOI: 10.4310/Sii.2017.V10.N3.A1 |
0.312 |
|
| 2017 |
Tang N, Chow SM, Ibrahim JG, Zhu H. Bayesian Sensitivity Analysis of a Nonlinear Dynamic Factor Analysis Model with Nonparametric Prior and Possible Nonignorable Missingness. Psychometrika. PMID 29030749 DOI: 10.1007/S11336-017-9587-4 |
0.342 |
|
| 2017 |
Kong D, Ibrahim JG, Lee E, Zhu H. FLCRM: Functional linear cox regression model. Biometrics. PMID 28863246 DOI: 10.1111/Biom.12748 |
0.377 |
|
| 2017 |
Huang C, Thompson P, Wang Y, Yu Y, Zhang J, Kong D, Colen RR, Knickmeyer RC, Zhu H. FGWAS: Functional genome wide association analysis. Neuroimage. PMID 28735012 DOI: 10.1016/J.Neuroimage.2017.07.030 |
0.353 |
|
| 2017 |
Bi X, Yang L, Li T, Wang B, Zhu H, Zhang H. Genome-wide mediation analysis of psychiatric and cognitive traits through imaging phenotypes. Human Brain Mapping. PMID 28544218 DOI: 10.1002/Hbm.23650 |
0.322 |
|
| 2017 |
Cornea E, Zhu H, Kim P, Ibrahim JG. Regression Models on Riemannian Symmetric Spaces. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 79: 463-482. PMID 28529445 DOI: 10.1111/Rssb.12169 |
0.365 |
|
| 2017 |
Park Y, Su Z, Zhu H. Groupwise envelope models for imaging genetic analysis. Biometrics. PMID 28323341 DOI: 10.1111/Biom.12689 |
0.392 |
|
| 2017 |
Lu ZH, Khondker Z, Ibrahim JG, Wang Y, Zhu H. Bayesian longitudinal low-rank regression models for imaging genetic data from longitudinal studies. Neuroimage. PMID 28143775 DOI: 10.1016/J.Neuroimage.2017.01.052 |
0.387 |
|
| 2017 |
Tang AM, Tang NS, Zhu H. Influence analysis for skew-normal semiparametric joint models of multivariate longitudinal and multivariate survival data. Statistics in Medicine. PMID 28070895 DOI: 10.1002/Sim.7211 |
0.366 |
|
| 2016 |
Rao S, Ibrahim JG, Cheng J, Yap PT, Zhu H. SR-HARDI: Spatially Regularizing High Angular Resolution Diffusion Imaging. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 25: 1195-1211. PMID 27974868 DOI: 10.1080/10618600.2015.1105750 |
0.344 |
|
| 2016 |
Jin Y, Huang C, Daianu M, Zhan L, Dennis EL, Reid RI, Jack CR, Zhu H, Thompson PM. 3D tract-specific local and global analysis of white matter integrity in Alzheimer's disease. Human Brain Mapping. PMID 27883250 DOI: 10.1002/Hbm.23448 |
0.335 |
|
| 2016 |
Zhu W, Yuan Y, Zhang J, Zhou F, Knickmeyer RC, Zhu H. Genome-wide Association Analysis of Secondary Imaging Phenotypes from the Alzheimer's Disease Neuroimaging Initiative Study. Neuroimage. PMID 27717770 DOI: 10.1016/J.Neuroimage.2016.09.055 |
0.328 |
|
| 2016 |
Song X, Xia Y, Zhu H. Hidden Markov latent variable models with multivariate longitudinal data. Biometrics. PMID 27148857 DOI: 10.1111/Biom.12536 |
0.493 |
|
| 2016 |
Hyun JW, Li Y, Huang C, Styner M, Lin W, Zhu H. STGP: Spatio-temporal Gaussian process models for longitudinal neuroimaging data. Neuroimage. PMID 27103140 DOI: 10.1016/J.Neuroimage.2016.04.023 |
0.375 |
|
| 2016 |
Luo X, Zhu L, Zhu H. Single-index varying coefficient model for functional responses. Biometrics. PMID 27061414 DOI: 10.1111/Biom.12526 |
0.391 |
|
| 2015 |
Lu ZH, Chow SM, Sherwood A, Zhu H. Bayesian Analysis of Ambulatory Blood Pressure Dynamics with Application to Irregularly Spaced Sparse Data. The Annals of Applied Statistics. 9: 1601-1620. PMID 26941885 DOI: 10.1214/15-Aoas846 |
0.345 |
|
| 2015 |
Zhu H, Ibrahim JG, Chen MH. Diagnostic Measures for the Cox Regression Model with Missing Covariates. Biometrika. 102: 907-923. PMID 26903666 DOI: 10.1093/Biomet/Asv047 |
0.367 |
|
| 2015 |
Lee E, Zhu H, Kong D, Wang Y, Giovanello KS, Ibrahim JG. BFLCRM: A BAYESIAN FUNCTIONAL LINEAR COX REGRESSION MODEL FOR PREDICTING TIME TO CONVERSION TO ALZHEIMER'S DISEASE. The Annals of Applied Statistics. 9: 2153-2178. PMID 26900412 DOI: 10.1214/15-Aoas879 |
0.336 |
|
| 2015 |
Huang C, Styner M, Zhu H. Clustering High-Dimensional Landmark-based Two-dimensional Shape Data(‡). Journal of the American Statistical Association. 110: 946-961. PMID 26604425 DOI: 10.1080/01621459.2015.1034802 |
0.325 |
|
| 2015 |
Sun Q, Zhu H, Liu Y, Ibrahim JG. SPReM: Sparse Projection Regression Model For High-dimensional Linear Regression. Journal of the American Statistical Association. 110: 289-302. PMID 26527844 DOI: 10.1080/01621459.2014.892008 |
0.357 |
|
| 2015 |
Ahn M, Shen H, Lin W, Zhu H. A SPARSE REDUCED RANK FRAMEWORK FOR GROUP ANALYSIS OF FUNCTIONAL NEUROIMAGING DATA. Statistica Sinica. 25: 295-312. PMID 26405427 DOI: 10.5705/Ss.2013.232W |
0.333 |
|
| 2015 |
Gao Q, Ahn M, Zhu H. Cook's Distance Measures for Varying Coefficient Models with Functional Responses. Technometrics : a Journal of Statistics For the Physical, Chemical, and Engineering Sciences. 57: 268-280. PMID 26257438 DOI: 10.1080/00401706.2014.914978 |
0.302 |
|
| 2015 |
Hua Z, Zhu H, Dunson DB. Semiparametric Bayes local additive models for longitudinal data. Statistics in Biosciences. 7: 90-107. PMID 26085848 DOI: 10.1007/S12561-013-9104-Y |
0.337 |
|
| 2015 |
Huang M, Nichols T, Huang C, Yu Y, Lu Z, Knickmeyer RC, Feng Q, Zhu H. FVGWAS: Fast voxelwise genome wide association analysis of large-scale imaging genetic data. Neuroimage. PMID 26025292 DOI: 10.1016/J.Neuroimage.2015.05.043 |
0.334 |
|
| 2015 |
Kong D, Giovanello KS, Wang Y, Lin W, Lee E, Fan Y, Doraiswamy PM, Zhu H. Predicting Alzheimer's Disease Using Combined Imaging-Whole Genome SNP Data. Journal of Alzheimer's Disease : Jad. PMID 25869783 DOI: 10.3233/Jad-150164 |
0.32 |
|
| 2015 |
Huang C, Shan L, Charles C, Wolfgang W, Niethammer M, Zhu H. Diseased Region Detection of Longitudinal Knee Magnetic Resonance Imaging Data. Ieee Transactions On Medical Imaging. PMID 25823031 DOI: 10.1109/Tmi.2015.2415675 |
0.362 |
|
| 2015 |
Lee SJ, Steiner RJ, Luo S, Neale MC, Styner M, Zhu H, Gilmore JH. Quantitative tract-based white matter heritability in twin neonates. Neuroimage. 111: 123-35. PMID 25700954 DOI: 10.1016/J.Neuroimage.2015.02.021 |
0.305 |
|
| 2014 |
Zhu H, Ibrahim JG, Chen Q. Bayesian Case-deletion Model Complexity and Information Criterion. Statistics and Its Interface. 7: 531-542. PMID 26180578 DOI: 10.4310/Sii.2014.V7.N4.A9 |
0.337 |
|
| 2014 |
Zhu H, Fan J, Kong L. Spatially Varying Coefficient Model for Neuroimaging Data with Jump Discontinuities. Journal of the American Statistical Association. 109: 1084-1098. PMID 25435598 DOI: 10.1080/01621459.2014.881742 |
0.383 |
|
| 2014 |
Chow SM, Lu Z, Sherwood A, Zhu H. Fitting Nonlinear Ordinary Differential Equation Models with Random Effects and Unknown Initial Conditions Using the Stochastic Approximation Expectation-Maximization (SAEM) Algorithm. Psychometrika. PMID 25416456 DOI: 10.1007/S11336-014-9431-Z |
0.304 |
|
| 2014 |
Zhu H, Khondker Z, Lu Z, Ibrahim JG. Bayesian Generalized Low Rank Regression Models for Neuroimaging Phenotypes and Genetic Markers. Journal of the American Statistical Association. 109: 997-990. PMID 25349462 DOI: 10.1080/01621459.2014.923775 |
0.379 |
|
| 2014 |
Lin JA, Zhu H, Mihye A, Sun W, Ibrahim JG. Functional-mixed effects models for candidate genetic mapping in imaging genetic studies. Genetic Epidemiology. 38: 680-91. PMID 25270690 DOI: 10.1002/Gepi.21854 |
0.354 |
|
| 2014 |
Gao W, Elton A, Zhu H, Alcauter S, Smith JK, Gilmore JH, Lin W. Intersubject variability of and genetic effects on the brain's functional connectivity during infancy. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 11288-96. PMID 25143609 DOI: 10.1523/Jneurosci.5072-13.2014 |
0.32 |
|
| 2014 |
Tang N, Zhao P, Zhu H. Empirical Likelihood for Estimating Equations with Nonignorably Missing Data. Statistica Sinica. 24: 723-747. PMID 24976738 DOI: 10.5705/Ss.2012.254 |
0.319 |
|
| 2014 |
Zhu H, Ibrahim JG, Tang N. Bayesian Sensitivity Analysis of Statistical Models with Missing Data. Statistica Sinica. 24: 871-896. PMID 24753718 DOI: 10.5705/Ss.2012.126 |
0.374 |
|
| 2014 |
Hyun JW, Li Y, Gilmore JH, Lu Z, Styner M, Zhu H. SGPP: spatial Gaussian predictive process models for neuroimaging data. Neuroimage. 89: 70-80. PMID 24269800 DOI: 10.1016/J.Neuroimage.2013.11.018 |
0.36 |
|
| 2014 |
Yuan Y, Gilmore JH, Geng X, Martin S, Chen K, Wang JL, Zhu H. FMEM: functional mixed effects modeling for the analysis of longitudinal white matter Tract data. Neuroimage. 84: 753-64. PMID 24076225 DOI: 10.1016/J.Neuroimage.2013.09.020 |
0.384 |
|
| 2014 |
Chen Y, Zhu H, An H, Armao D, Shen D, Gilmore JH, Lin W. More insights into early brain development through statistical analyses of eigen-structural elements of diffusion tensor imaging using multivariate adaptive regression splines. Brain Structure & Function. 219: 551-69. PMID 23455648 DOI: 10.1007/S00429-013-0517-7 |
0.34 |
|
| 2013 |
Zhou H, Li L, Zhu H. Tensor Regression with Applications in Neuroimaging Data Analysis. Journal of the American Statistical Association. 108: 540-552. PMID 24791032 DOI: 10.1080/01621459.2013.776499 |
0.371 |
|
| 2013 |
Khondker ZS, Zhu H, Chu H, Lin W, Ibrahim JG. The Bayesian Covariance Lasso. Statistics and Its Interface. 6: 243-259. PMID 24551316 DOI: 10.4310/Sii.2013.V6.N2.A8 |
0.318 |
|
| 2013 |
Wang J, Zhu H, Fan J, Giovanello K, Lin W. MULTISCALE ADAPTIVE SMOOTHING MODELS FOR THE HEMODYNAMIC RESPONSE FUNCTION IN FMRI. The Annals of Applied Statistics. 7: 904-935. PMID 24533041 DOI: 10.1214/12-Aoas609 |
0.357 |
|
| 2013 |
Yuan Y, Zhu H, Styner M, Gilmore JH, Marron JS. VARYING COEFFICIENT MODEL FOR MODELING DIFFUSION TENSORS ALONG WHITE MATTER TRACTS. The Annals of Applied Statistics. 7: 102-125. PMID 24533040 DOI: 10.1214/12-Aoas574 |
0.364 |
|
| 2013 |
Miranda MF, Zhu H, Ibrahim JG. Bayesian spatial transformation models with applications in neuroimaging data. Biometrics. 69: 1074-83. PMID 24128143 DOI: 10.1111/Biom.12085 |
0.369 |
|
| 2013 |
Bryant C, Giovanello KS, Ibrahim JG, Chang J, Shen D, Peterson BS, Zhu H. Mapping the genetic variation of regional brain volumes as explained by all common SNPs from the ADNI study. Plos One. 8: e71723. PMID 24015190 DOI: 10.1371/Journal.Pone.0071723 |
0.307 |
|
| 2013 |
Li Y, Gilmore JH, Shen D, Styner M, Lin W, Zhu H. Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data. Neuroimage. 72: 91-105. PMID 23357075 DOI: 10.1016/J.Neuroimage.2013.01.034 |
0.395 |
|
| 2013 |
Shi Y, Short SJ, Knickmeyer RC, Wang J, Coe CL, Niethammer M, Gilmore JH, Zhu H, Styner MA. Diffusion tensor imaging-based characterization of brain neurodevelopment in primates. Cerebral Cortex (New York, N.Y. : 1991). 23: 36-48. PMID 22275483 DOI: 10.1093/Cercor/Bhr372 |
0.31 |
|
| 2013 |
Wang Y, Li G, Ahn M, Nie J, Zhu H, Guo L. Mapping longitudinal cerebral cortex development using diffusion tensor imaging Proceedings of Spie. 8669. DOI: 10.1117/12.2007164 |
0.323 |
|
| 2013 |
Xu P, Wang T, Zhu H, Zhu L. Double Penalized H-Likelihood for Selection of Fixed and Random Effects in Mixed Effects Models Statistics in Biosciences. 7: 108-128. DOI: 10.1007/S12561-013-9105-X |
0.354 |
|
| 2012 |
Wang J, Shen H, Zhu H. Discussion of the paper "Clustering Random Curves Under Spatial Interdependence with Application to Service Accessibility" by Jiang and Serban. Technometrics : a Journal of Statistics For the Physical, Chemical, and Engineering Sciences. 54: 129-133. PMID 24976650 DOI: 10.1080/00401706.2011.649820 |
0.327 |
|
| 2012 |
Shi X, Zhu H, Ibrahim JG, Liang F, Lieberman J, Styner M. Intrinsic Regression Models for Medial Representation of Subcortical Structures. Journal of the American Statistical Association. 107: 12-23. PMID 23794769 DOI: 10.1080/01621459.2011.643710 |
0.347 |
|
| 2012 |
Zhu H, Ibrahim JG, Cho H, Tang N. Bayesian Case Influence Measures for Statistical Models with Missing Data. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 21: 253-271. PMID 23399928 DOI: 10.1198/Jcgs.2011.10139 |
0.346 |
|
| 2012 |
Zhu H, Ibrahim JG, Cho H. PERTURBATION AND SCALED COOK'S DISTANCE. Annals of Statistics. 40: 785-811. PMID 23152646 DOI: 10.1214/12-Aos978 |
0.324 |
|
| 2012 |
Yuan Y, Zhu H, Lin W, Marron JS. Local Polynomial Regression for Symmetric Positive Definite Matrices. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 74: 697-719. PMID 23008683 DOI: 10.1111/J.1467-9868.2011.01022.X |
0.339 |
|
| 2012 |
Lin JA, Zhu H, Knickmeyer R, Styner M, Gilmore J, Ibrahim JG. Projection regression models for multivariate imaging phenotype. Genetic Epidemiology. 36: 631-41. PMID 22807230 DOI: 10.1002/Gepi.21658 |
0.369 |
|
| 2012 |
Hua Z, Dunson DB, Gilmore JH, Styner MA, Zhu H. Semiparametric Bayesian local functional models for diffusion tensor tract statistics. Neuroimage. 63: 460-74. PMID 22732565 DOI: 10.1016/J.Neuroimage.2012.06.027 |
0.34 |
|
| 2012 |
Skup M, Zhu H, Zhang H. Multiscale adaptive marginal analysis of longitudinal neuroimaging data with time-varying covariates. Biometrics. 68: 1083-92. PMID 22551084 DOI: 10.1111/J.1541-0420.2012.01767.X |
0.391 |
|
| 2012 |
Zhu H, Ibrahim JG, Chi YY, Tang N. Bayesian influence measures for joint models for longitudinal and survival data. Biometrics. 68: 954-64. PMID 22385010 DOI: 10.1111/J.1541-0420.2012.01745.X |
0.36 |
|
| 2012 |
Guo R, Zhu H, Chow SM, Ibrahim JG. Bayesian lasso for semiparametric structural equation models. Biometrics. 68: 567-77. PMID 22376150 DOI: 10.1111/J.1541-0420.2012.01751.X |
0.336 |
|
| 2012 |
Li Y, Gilmore JH, Wang J, Styner M, Lin W, Zhu H. TwinMARM: two-stage multiscale adaptive regression methods for twin neuroimaging data. Ieee Transactions On Medical Imaging. 31: 1100-12. PMID 22287236 DOI: 10.1109/Tmi.2012.2185830 |
0.359 |
|
| 2012 |
Liu Z, Farzinfar M, Katz LM, Zhu H, Goodlett CB, Gerig G, Styner M, Marks BL. Automated voxel-wise brain DTI analysis of fitness and aging Open Medical Imaging Journal. 6: 80-88. DOI: 10.2174/1874347101206010080 |
0.354 |
|
| 2012 |
Zhu H, Li R, Kong L. Multivariate varying coefficient model for functional responses Annals of Statistics. 40: 2634-2666. DOI: 10.1214/12-Aos1045 |
0.381 |
|
| 2011 |
Zhu H, Ibrahim JG, Tang N. Bayesian influence analysis: a geometric approach. Biometrika. 98: 307-323. PMID 24453379 DOI: 10.1093/Biomet/Asr009 |
0.362 |
|
| 2011 |
Gao W, Gilmore JH, Giovanello KS, Smith JK, Shen D, Zhu H, Lin W. Temporal and spatial evolution of brain network topology during the first two years of life. Plos One. 6: e25278. PMID 21966479 DOI: 10.1371/Journal.Pone.0025278 |
0.306 |
|
| 2011 |
Li Y, Zhu H, Shen D, Lin W, Gilmore JH, Ibrahim JG. Multiscale Adaptive Regression Models for Neuroimaging Data. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 73: 559-578. PMID 21860598 DOI: 10.1111/J.1467-9868.2010.00767.X |
0.378 |
|
| 2011 |
Chen Y, An H, Zhu H, Jewells V, Armao D, Shen D, Gilmore JH, Lin W. Longitudinal regression analysis of spatial-temporal growth patterns of geometrical diffusion measures in early postnatal brain development with diffusion tensor imaging. Neuroimage. 58: 993-1005. PMID 21784163 DOI: 10.1016/J.Neuroimage.2011.07.006 |
0.311 |
|
| 2011 |
Shi X, Ibrahim JG, Lieberman J, Styner M, Zhu H. TWO-STAGE EMPIRICAL LIKELIHOOD FOR LONGITUDINAL NEUROIMAGING DATA. The Annals of Applied Statistics. 5: 1132-1158. PMID 21765885 DOI: 10.1214/11-Aoas480 |
0.38 |
|
| 2011 |
Chow SM, Tang N, Yuan Y, Song X, Zhu H. Bayesian estimation of semiparametric nonlinear dynamic factor analysis models using the Dirichlet process prior. The British Journal of Mathematical and Statistical Psychology. 64: 69-106. PMID 21506946 DOI: 10.1348/000711010X497262 |
0.53 |
|
| 2011 |
Skup M, Zhu H, Wang Y, Giovanello KS, Lin JA, Shen D, Shi F, Gao W, Lin W, Fan Y, Zhang H. Sex differences in grey matter atrophy patterns among AD and aMCI patients: results from ADNI. Neuroimage. 56: 890-906. PMID 21356315 DOI: 10.1016/J.Neuroimage.2011.02.060 |
0.323 |
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| 2011 |
Zhu H, Kong L, Li R, Styner M, Gerig G, Lin W, Gilmore JH. FADTTS: functional analysis of diffusion tensor tract statistics. Neuroimage. 56: 1412-25. PMID 21335092 DOI: 10.1016/J.Neuroimage.2011.01.075 |
0.359 |
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| 2011 |
Paniagua B, Cevidanes L, Walker D, Zhu H, Guo R, Styner M. Clinical application of SPHARM-PDM to quantify temporomandibular joint osteoarthritis. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 35: 345-52. PMID 21185694 DOI: 10.1016/J.Compmedimag.2010.11.012 |
0.301 |
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| 2011 |
Ibrahim JG, Zhu H, Garcia RI, Guo R. Fixed and random effects selection in mixed effects models. Biometrics. 67: 495-503. PMID 20662831 DOI: 10.1111/J.1541-0420.2010.01463.X |
0.327 |
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| 2011 |
Ibrahim JG, Zhu H, Tang N. Bayesian local influence for survival models. Lifetime Data Analysis. 17: 43-70. PMID 20526807 DOI: 10.1007/S10985-010-9170-0 |
0.35 |
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| 2011 |
Ibrahim JG, Zhu H, Tang N. Rejoinder: Bayesian local influence for survival models Lifetime Data Analysis. 17: 76-79. DOI: 10.1007/S10985-010-9182-9 |
0.32 |
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| 2010 |
Clement-Spychala ME, Couper D, Zhu H, Muller KE. Approximating the Geisser-Greenhouse sphericity estimator and its applications to diffusion tensor imaging. Statistics and Its Interface. 3: 81-90. PMID 25083169 DOI: 10.4310/Sii.2010.V3.N1.A7 |
0.337 |
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| 2010 |
Zhu H, Styner M, Tang N, Liu Z, Lin W, Gilmore JH. FRATS: Functional Regression Analysis of DTI Tract Statistics. Ieee Transactions On Medical Imaging. 29: 1039-49. PMID 20335089 DOI: 10.1109/Tmi.2010.2040625 |
0.326 |
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| 2010 |
Yap PT, Wu G, Zhu H, Lin W, Shen D. F-TIMER: fast tensor image morphing for elastic registration. Ieee Transactions On Medical Imaging. 29: 1192-203. PMID 20304728 DOI: 10.1109/Tmi.2010.2043680 |
0.321 |
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| 2010 |
Garcia RI, Ibrahim JG, Zhu H. Variable selection in the cox regression model with covariates missing at random. Biometrics. 66: 97-104. PMID 19459831 DOI: 10.1111/J.1541-0420.2009.01274.X |
0.343 |
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| 2009 |
Zhu H, Chen Y, Ibrahim JG, Li Y, Hall C, Lin W. Intrinsic Regression Models for Positive-Definite Matrices With Applications to Diffusion Tensor Imaging. Journal of the American Statistical Association. 104: 1203-1212. PMID 20174601 DOI: 10.1198/Jasa.2009.Tm08096 |
0.392 |
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| 2009 |
Zhu H, Ibrahim JG, Shi X. Diagnostic Measures for Generalized Linear Models with Missing Covariates. Scandinavian Journal of Statistics, Theory and Applications. 36: 686-712. PMID 20037674 DOI: 10.1111/J.1467-9469.2009.00644.X |
0.357 |
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| 2009 |
Zhu H, Li Y, Ibrahim JG, Shi X, An H, Chen Y, Gao W, Lin W, Rowe DB, Peterson BS. Regression Models for Identifying Noise Sources in Magnetic Resonance Images. Journal of the American Statistical Association. 104: 623-637. PMID 19890478 DOI: 10.1198/Jasa.2009.0029 |
0.339 |
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| 2009 |
Behler RH, Scola MR, Nichols TC, Caughey MC, Fisher MW, Zhu H, Gallippi CM. ARFI ultrasound for in vivo hemostasis assessment postcardiac catheterization, part II: pilot clinical results. Ultrasonic Imaging. 31: 159-71. PMID 19771959 DOI: 10.1177/016173460903100302 |
0.304 |
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| 2009 |
Yap PT, Wu G, Zhu H, Lin W, Shen D. TIMER: tensor image morphing for elastic registration. Neuroimage. 47: 549-63. PMID 19398022 DOI: 10.1016/J.Neuroimage.2009.04.055 |
0.318 |
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| 2009 |
Chen Y, An H, Zhu H, Stone T, Smith JK, Hall C, Bullitt E, Shen D, Lin W. White matter abnormalities revealed by diffusion tensor imaging in non-demented and demented HIV+ patients. Neuroimage. 47: 1154-62. PMID 19376246 DOI: 10.1016/J.Neuroimage.2009.04.030 |
0.307 |
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| 2009 |
Shi X, Zhu H, Ibrahim JG. Local influence for generalized linear models with missing covariates. Biometrics. 65: 1164-74. PMID 19210738 DOI: 10.1111/J.1541-0420.2008.01179.X |
0.354 |
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| 2009 |
Gao W, Zhu H, Lin W. A unified optimization approach for diffusion tensor imaging technique. Neuroimage. 44: 729-41. PMID 19007891 DOI: 10.1016/J.Neuroimage.2008.10.004 |
0.302 |
|
| 2009 |
Zhu H, Zhou H, Chen J, Li Y, Lieberman J, Styner M. Adjusted exponentially tilted likelihood with applications to brain morphology. Biometrics. 65: 919-27. PMID 18945269 DOI: 10.1111/J.1541-0420.2008.01124.X |
0.369 |
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| 2009 |
Wexler BE, Zhu H, Bell MD, Nicholls SS, Fulbright RK, Gore JC, Colibazzi T, Amat J, Bansal R, Peterson BS. Neuropsychological near normality and brain structure abnormality in schizophrenia. The American Journal of Psychiatry. 166: 189-95. PMID 18765481 DOI: 10.1176/Appi.Ajp.2008.08020258 |
0.302 |
|
| 2009 |
Cho H, Ibrahim JG, Sinha D, Zhu H. Bayesian case influence diagnostics for survival models. Biometrics. 65: 116-24. PMID 18422991 DOI: 10.1111/J.1541-0420.2008.01037.X |
0.318 |
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| 2009 |
Li Y, Zhu H, Chen Y, An H, Gilmore JH, Lin W, Shen D. LSTGEE: Longitudinal analysis of neuroimaging data Proceedings of Spie. 7259. DOI: 10.1117/12.812432 |
0.386 |
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| 2009 |
Li Y, Zhu H, Chen Y, Ibrahim JG, An H, Lin W, Hall CD, Shen D. RADTI: Regression analyses of diffusion tensor images Proceedings of Spie. 7259. DOI: 10.1117/12.812328 |
0.357 |
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| 2009 |
Chen Y, Shen D, Zhu H, An H, Gilmore JH, Lin W. Hierarchical Unbiased Group-wise Registration for Atlas Construction and Population Comparison Proceedings of Spie. 7259. DOI: 10.1117/12.812039 |
0.303 |
|
| 2008 |
Yuan Y, Zhu H, Ibrahim JG, Lin W, Peterson BS. A note on the validity of statistical bootstrapping for estimating the uncertainty of tensor parameters in diffusion tensor images. Ieee Transactions On Medical Imaging. 27: 1506-14. PMID 18815102 DOI: 10.1109/Tmi.2008.926069 |
0.327 |
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| 2008 |
Colibazzi T, Zhu H, Bansal R, Schultz RT, Wang Z, Peterson BS. Latent volumetric structure of the human brain: Exploratory factor analysis and structural equation modeling of gray matter volumes in healthy children and adults. Human Brain Mapping. 29: 1302-12. PMID 17935179 DOI: 10.1002/Hbm.20466 |
0.348 |
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| 2008 |
He F, Zhou J, Zhu H. Auto-multicategorical regression model for the distribution of vegetation Statistics and Its Interface. 1: 63-70. DOI: 10.4310/Sii.2008.V1.N1.A6 |
0.336 |
|
| 2008 |
Zhu H, Ibrahim JG, Tang N, Zhang H. Diagnostic measures for empirical likelihood of general estimating equations Biometrika. 95: 489-507. DOI: 10.1093/Biomet/Asm094 |
0.305 |
|
| 2007 |
Zhu H, Ibrahim JG, Tang N, Rowe DB, Hao X, Bansal R, Peterson BS. A statistical analysis of brain morphology using wild bootstrapping. Ieee Transactions On Medical Imaging. 26: 954-66. PMID 17649909 DOI: 10.1109/Tmi.2007.897396 |
0.357 |
|
| 2007 |
Bansal R, Staib LH, Xu D, Zhu H, Peterson BS. Statistical analyses of brain surfaces using Gaussian random fields on 2-D manifolds. Ieee Transactions On Medical Imaging. 26: 46-57. PMID 17243583 DOI: 10.1109/Tmi.2006.884187 |
0.322 |
|
| 2007 |
Zhu H, Ibrahim JG, Lee S, Zhang H. Perturbation selection and influence measures in local influence analysis Annals of Statistics. 35: 2565-2588. DOI: 10.1214/009053607000000343 |
0.536 |
|
| 2007 |
Zhu H, Zhang H, Ibrahim JG, Peterson BS. Statistical analysis of diffusion tensors in diffusion-weighted magnetic resonance imaging data Journal of the American Statistical Association. 102: 1085-1102. DOI: 10.1198/016214507000000581 |
0.336 |
|
| 2007 |
Zhu H, Gu M, Peterson B. Maximum likelihood from spatial random effects models via the stochastic approximation expectation maximization algorithm Statistics and Computing. 17: 163-177. DOI: 10.1007/S11222-006-9012-9 |
0.313 |
|
| 2006 |
Zhu H, Xu D, Raz A, Hao X, Zhang H, Kangarlu A, Bansal R, Peterson BS. A statistical framework for the classification of tensor morphologies in diffusion tensor images. Magnetic Resonance Imaging. 24: 569-82. PMID 16735178 DOI: 10.1016/J.Mri.2006.01.004 |
0.353 |
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| 2006 |
Zhu H, Zhang H. Generalized score test of homogeneity for mixed effects models The Annals of Statistics. 34: 1545-1569. DOI: 10.1214/009053606000000380 |
0.326 |
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| 2006 |
Zhu H, Zhang H. Asymptotics for estimation and testing procedures under loss of identifiability Journal of Multivariate Analysis. 97: 19-45. DOI: 10.1016/J.Jmva.2004.11.005 |
0.325 |
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| 2004 |
Zhu H, Zhang H. A diagnostic procedure based on local influence Biometrika. 91: 579-589. DOI: 10.1093/Biomet/91.3.579 |
0.353 |
|
| 2003 |
He F, Zhou J, Zhu H. Autologistic regression model for the distribution of vegetation Journal of Agricultural, Biological, and Environmental Statistics. 8: 205-222. DOI: 10.1198/1085711031508 |
0.32 |
|
| 2003 |
Zhang H, Yu C, Zhu H, Shi J. Identification of Linear Directions in Multivariate Adaptive Spline Models Journal of the American Statistical Association. 98: 369-376. DOI: 10.1198/016214503000152 |
0.327 |
|
| 2002 |
Zhu H, Lee S. Statistics and Computing. 12: 175-183. DOI: 10.1023/A:1014890720461 |
0.514 |
|
| 2001 |
Zhu H. Case-deletion measures for models with incomplete data Biometrika. 88: 727-737. DOI: 10.1093/Biomet/88.3.727 |
0.337 |
|
| 2000 |
Lee SY, Zhu HT. Statistical analysis of nonlinear structural equation models with continuous and polytomous data. The British Journal of Mathematical and Statistical Psychology. 53: 209-32. PMID 11109705 |
0.479 |
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