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Author Details

Hongtu Zhu
University of North Carolina
2003
279
47
Timothy Clark (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
34418057Estimation for the bivariate quantile varying coefficient model with application to diffusion tensor imaging data analysis.Biostatistics2023
37813624Bayesian bi-level variable selection for genome-wide survival study.Genomics Inform2023
37349301Four-dimensional mapping of dynamic longitudinal brain subcortical development and early learning functions in infants.Nat Commun2023
37153845LESA: Longitudinal Elastic Shape Analysis of Brain Subcortical Structures.J Am Stat Assoc2023
37078108The sequence kernel association test for multicategorical outcomes.Genet Epidemiol2023
37369585Mapping Genetic Topography of Cortical Thickness and Surface Area in Neonatal Brains.J Neurosci2023
37227019Addressing multi-site functional MRI heterogeneity through dual-expert collaborative learning for brain disease identification.Hum Brain Mapp2023
36964904Longitudinal development of the cerebellum in human infants during the first 800 days.Cell Rep2023
37127052Statistical Learning Methods for Neuroimaging Data Analysis with Applications.Annu Rev Biomed Data Sci2023
35278218Cross-trait prediction accuracy of summary statistics in genome-wide association studies.Biometrics2023
32948880Bayesian sparse heritability analysis with high-dimensional neuroimaging phenotypes.Biostatistics2022
35697807Estimation of tumor cell total mRNA expression in 15 cancer types predicts disease progression.Nat Biotechnol2022
35573299Imaging Genetic Based Mediation Analysis for Human Cognition.Front Neurosci2022
35757777On Genetic Correlation Estimation With Summary Statistics From Genome-Wide Association Studies.J Am Stat Assoc2022
35393594Common variants contribute to intrinsic human brain functional networks.Nat Genet2022
37009529Mapping the Genetic-Imaging-Clinical Pathway with Applications to Alzheimer's Disease.J Am Stat Assoc2022
37008532High-Dimensional Spatial Quantile Function-on-Scalar Regression.J Am Stat Assoc2022
36531154Functional hybrid factor regression model for handling heterogeneity in imaging studies.Biometrika2022
35869272Altered neural flexibility in children with attention-deficit/hyperactivity disorder.Mol Psychiatry2022
36091236Joint analyses of human milk fatty acids, phospholipids, and choline in association with cognition and temperament traits during the first 6 months of life.Front Nutr2022
35983506D-GCCA: Decomposition-based Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data.J Mach Learn Res2022
35026528DADP: Dynamic abnormality detection and progression for longitudinal knee magnetic resonance images from the Osteoarthritis Initiative.Med Image Anal2022
31215618ACE of space: estimating genetic components of high-dimensional imaging data.Biostatistics2021
35027990Scalable network estimation with <i>L</i> <sub>0</sub> penalty.Stat Anal Data Min2021
34218745Weighted functional linear Cox regression model.Stat Methods Med Res2021
34296751Corrigendum to: Heritability of regional brain volumes in large-scale neuroimaging and genetic studies.Cereb Cortex2021
34140357Common genetic variation influencing human white matter microstructure.Science2021
34001886Transcriptome-wide association analysis of brain structures yields insights into pleiotropy with complex neuropsychiatric traits.Nat Commun2021
31666681Large-scale GWAS reveals genetic architecture of brain white matter microstructure and genetic overlap with cognitive and mental health traits (nâ¿¿=â¿¿17,706).Mol Psychiatry2021
33169396Bayesian latent factor on image regression with nonignorable missing data.Stat Med2021
31544963Analysis of secondary phenotypes in multigroup association studies.Biometrics2020
37292520Surface Functional Models.J Multivar Anal2020
33627920Bayesian Scalar on Image Regression With Nonignorable Nonresponse.J Am Stat Assoc2020
35117836A predictive model of radiation-related fibrosis based on the radiomic features of magnetic resonance imaging and computed tomography.Transl Cancer Res2020
32010968Partial least squares for functional joint models with applications to the Alzheimer's disease neuroimaging initiative study.Biometrics2020
31710172Patterns of protein expression in human head and neck cancer cell lines differ after proton vs photon radiotherapy.Head Neck2020
33408427L2RM: Low-rank Linear Regression Models for High-dimensional Matrix Responses.J Am Stat Assoc2020
33408423Masked convolutional neural network for supervised learning problems.Stat2020
33311817D-CCA: A Decomposition-based Canonical Correlation Analysis for High-Dimensional Datasets.J Am Stat Assoc2020
33299261Ball Covariance: A Generic Measure of Dependence in Banach Space.J Am Stat Assoc2020
32931941(TS)<sup>2</sup>WM: Tumor Segmentation and Tract Statistics for Assessing White Matter Integrity with Applications to Glioblastoma Patients.Neuroimage2020
32868436The emergence of a functionally flexible brain during early infancy.Proc Natl Acad Sci U S A2020
32415284Osteoarthritis of the Temporomandibular Joint can be diagnosed earlier using biomarkers and machine learning.Sci Rep2020
29278101Bayesian hidden Markov models for delineating the pathology of Alzheimer's disease.Stat Methods Med Res2019
31692981A Generic Sure Independence Screening Procedure.J Am Stat Assoc2019
31745381FMEM: Functional Mixed Effects Models for Longitudinal Functional Responses.Stat Sin2019
31886423Stability analysis of CT radiomic features with respect to segmentation variation in oropharyngeal cancer.Clin Transl Radiat Oncol2019
31676860Genome-wide association analysis of 19,629 individuals identifies variants influencing regional brain volumes and refines their genetic co-architecture with cognitive and mental health traits.Nat Genet2019
33071430Hard thresholding regression.Scand Stat Theory Appl2019
30010813Heritability of Regional Brain Volumes in Large-Scale Neuroimaging and Genetic Studies.Cereb Cortex2019
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Collaborators

Joseph G Ibrahim
University of North Carolina
Co-authored papers 55
Dinggang Shen
ShanghaiTech University.
Co-authored papers 26
Tengfei Li
University of North Carolina at Chapel Hill
Co-authored papers 24
Chao Huang
Florida State University
Co-authored papers 20
Jingwen Zhang
Boston University
Co-authored papers 13
Bingxin Zhao
University of Pennsylvania
Co-authored papers 11
Dehan Kong
University of Toronto
Co-authored papers 9
Yue Shan
University of North Carolina at Chapel Hill
Co-authored papers 8
Fei Zou
Co-authored papers 8
Fan Zhou
University of North Carolina at Chapel Hill
Co-authored papers 8
Guido Gerig
New York University
Co-authored papers 7
Liuqing Yang
University of Tennessee Health Science Center
Co-authored papers 7
Heping Zhang
Co-authored papers 7
Paul M Thompson
University of Southern California
Co-authored papers 7
Eunjee Lee
Chungnam National University
Co-authored papers 6
Yun Li
University of British Columbia
Co-authored papers 6
Kai Xia
Co-authored papers 5
Yue Wang
University College Dublin
Co-authored papers 5
Michael P Kavanaugh
University of Montana.
Co-authored papers 5
Clifton D Fuller
The University of Texas MD Anderson Cancer Center
Co-authored papers 3
Melissa C Caughey
University of North Carolina and North Carolina State University
Co-authored papers 3
Hojin Yang
Pusan National University
Co-authored papers 3
Jianqing Fan
Co-authored papers 3
Patrick F Sullivan
University of North Carolina at Chapel Hill
Co-authored papers 3
Hesham Elhalawani
Co-authored papers 3
Kaixian Yu
The University of Texas MD Anderson Cancer Center
Co-authored papers 3
James A Russell
St. Paul's Hospital, University of British Columbia
Co-authored papers 3
Joseph Piven
Oregon Health & Science University
Co-authored papers 3
Genevera I Allen
Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital
Co-authored papers 2
Thomas E Nichols
Big Data Science Institute, University of Oxford
Co-authored papers 2
Release 1.2