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List of works by Hongtu Zhu

(TS)2WM: Tumor Segmentation and Tract Statistics for Assessing White Matter Integrity with Applications to Glioblastoma Patients

scientific article published on 12 September 2020

3D superimposition of craniofacial imaging-The utility of multicentre collaborations

scientific article published on 01 May 2019

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

scientific article

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

scientific article published on 25 April 2017

A Generic Sure Independence Screening Procedure

scientific article published on 06 August 2018

A Label-fusion-aided Convolutional Neural Network for Isointense Infant Brain Tissue Segmentation

scientific article published on 01 April 2018

A Powerful Global Test Statistic for Functional Statistical Inference

scientific article published on 01 January 2019

A Review of Statistical Methods in Imaging Genetics

scientific article published on 25 February 2019

A SPARSE REDUCED RANK FRAMEWORK FOR GROUP ANALYSIS OF FUNCTIONAL NEUROIMAGING DATA.

scientific article

A developmental fMRI study of self-regulatory control

scientific article published on November 2006

A developmental fMRI study of self-regulatory control in Tourette's syndrome

scientific article published on June 2007

A note on the validity of statistical bootstrapping for estimating the uncertainty of tensor parameters in diffusion tensor images

scientific article published in October 2008

A partially functional linear regression framework for integrating genetic, imaging, and clinical data

scholarly article

A statistical analysis of brain morphology using wild bootstrapping

scientific article published on July 2007

A statistical framework for the classification of tensor morphologies in diffusion tensor images

scientific article published on 20 March 2006

A unified optimization approach for diffusion tensor imaging technique

scientific article

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

scientific article published on 01 May 2018

Abstract 4692: Deconvolution reveals cell-type specific transcriptional effects across cancer types

scholarly article

Accuracy and landmark error calculation using cone-beam computed tomography-generated cephalograms

scientific article

Adaptively and spatially estimating the hemodynamic response functions in fMRI ⬇️

scientific article published on 01 January 2011

Adjusted exponentially tilted likelihood with applications to brain morphology

scientific article published on 29 September 2008

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

scientific article published on 09 July 2017

An FMRI study of the effects of psychostimulants on default-mode processing during Stroop task performance in youths with ADHD.

scientific article published on 15 September 2009

Analysis of secondary phenotypes in multigroup association studies

scientific article published on 23 September 2019

Antenatal depression, treatment with selective serotonin reuptake inhibitors, and neonatal brain structure: A propensity-matched cohort study

scientific article published on 24 May 2016

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

scientific article

BFLCRM: A BAYESIAN FUNCTIONAL LINEAR COX REGRESSION MODEL FOR PREDICTING TIME TO CONVERSION TO ALZHEIMER'S DISEASE.

scientific article published on December 2015

Ball Covariance: A Generic Measure of Dependence in Banach Space

scientific article published on 11 April 2019

Bayesian Analysis of Ambulatory Blood Pressure Dynamics with Application to Irregularly Spaced Sparse Data ⬇️

scientific article

Bayesian Case Influence Measures for Statistical Models With Missing Data ⬇️

scientific article published on January 1, 2012

Bayesian Case-deletion Model Complexity and Information Criterion

scientific article published in October 2014

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

scientific article

Bayesian Influence Measures for Joint Models for Longitudinal and Survival Data ⬇️

scientific article published on March 4, 2012

Bayesian Scalar on Image Regression With Nonignorable Nonresponse ⬇️

scholarly article

Bayesian Sensitivity Analysis of Statistical Models with Missing Data

scientific article

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

scientific article

Bayesian case influence diagnostics for survival models

scientific article published on 18 April 2008

Bayesian estimation of semiparametric nonlinear dynamic factor analysis models using the Dirichlet process prior ⬇️

scientific article published on February 1, 2011

Bayesian influence analysis: a geometric approach

scientific article published on June 2011

Bayesian lasso for semiparametric structural equation models

scientific article

Bayesian local influence for survival models

scientific article published on 06 June 2010

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

scientific article

Bayesian sparse heritability analysis with high-dimensional neuroimaging phenotypes

scientific article published on 19 September 2020

Bayesian spatial transformation models with applications in neuroimaging data

scientific article

Brain immune interactions and air pollution: macrophage inhibitory factor (MIF), prion cellular protein (PrP(C)), Interleukin-6 (IL-6), interleukin 1 receptor antagonist (IL-1Ra), and interleukin-2 (IL-2) in cerebrospinal fluid and MIF in serum diff

scientific article

Caudate volumes in childhood predict symptom severity in adults with Tourette syndrome

scientific article published on October 2005

Causal Probabilistic Spatio-temporal Fusion Transformers in Two-sided Ride-Hailing Markets

scholarly article

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

scientific article

Clinical application of SPHARM-PDM to quantify temporomandibular joint osteoarthritis

scientific article

Clustering High-Dimensional Landmark-based Two-dimensional Shape Data(‡).

scientific article published on 16 April 2015

Common genetic variants have associations with human cortical brain regions and risk of schizophrenia

scientific article published on 03 April 2019

Common variants in psychiatric risk genes predict brain structure at birth

scientific article published on 02 January 2013

Conditional local distance correlation for manifold-valued data

scientific article published on 23 May 2017

Cook's Distance Measures for Varying Coefficient Models with Functional Responses.

scientific article published on May 2015

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

scientific article published on 2 November 2014

Cortisol levels and hippocampus volumes in healthy preadolescent children

scientific article published on 5 April 2006

Cross‐trait prediction accuracy of summary statistics in genome‐wide association studies

scientific article published in 2022

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

scientific article

D-CCA: A Decomposition-based Canonical Correlation Analysis for High-Dimensional Datasets

scientific article published on 11 April 2019

DNet: Distributional Network for Distributional Individualized Treatment Effects

scientific article published on 04 August 2023

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

scientific article published on January 2015

Defining the ischemic penumbra using magnetic resonance oxygen metabolic index

scientific article

Diagnostic Measures for Generalized Linear Models with Missing Covariates

scientific article published on December 2009

Diagnostic Measures for the Cox Regression Model with Missing Covariates

scientific article published on 4 November 2015

Differential reconstitution of T cell subsets following immunodepleting treatment with alemtuzumab (anti-CD52 monoclonal antibody) in patients with relapsing-remitting multiple sclerosis.

scientific article

Diffusion tensor imaging-based characterization of brain neurodevelopment in primates

scientific article

Discussion of the paper "Clustering Random Curves Under Spatial Interdependence with Application to Service Accessibility" by Jiang and Serban

scientific article

Diseased Region Detection of Longitudinal Knee Magnetic Resonance Imaging Data

scientific article published on 23 March 2015

Diseased region detection of longitudinal knee MRI data

scientific article

Disentangling the effects of early caregiving experience and heritable factors on brain white matter development in rhesus monkeys

scientific article published on 09 April 2019

Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework

scientific article published in 2022

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

scientific article

Early Changes of Tissue Perfusion After Tissue Plasminogen Activator in Hyperacute Ischemic Stroke ⬇️

scientific article published on December 9, 2010

Early Evaluation of Radiation-induced White Matter Injury Following High Dose Fractionated Radiation Therapy in Patients with Glioblastoma Using Serial Diffusion Tensor Imaging (DTI)

scholarly article

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

scientific article published on February 2017

Efficient Robust Estimation for Linear Models with Missing Response at Random

Empirical Likelihood for Estimating Equations with Nonignorably Missing Data

scientific article

Enlargement of Thalamic Nuclei in Tourette Syndrome ⬇️

scientific article published on September 1, 2010

Environmental Influences on Infant Cortical Thickness and Surface Area.

scientific article published on 6 February 2018

Environmental and genetic contributors to salivary testosterone levels in infants

scientific article published on 30 October 2014

Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing

scholarly article

Evidence on the emergence of the brain's default network from 2-week-old to 2-year-old healthy pediatric subjects

scholarly article

Exposure to Urban Air Pollution and Bone Health in Clinically Healthy Six-year-old Children ⬇️

scientific article published on January 1, 2013

Exposure to severe urban air pollution influences cognitive outcomes, brain volume and systemic inflammation in clinically healthy children

scientific article

Extrinsic local regression on manifold-valued data

scientific article published on 20 July 2016

F-TIMER: fast tensor image morphing for elastic registration

scientific article published on 18 March 2010

FADTTS: functional analysis of diffusion tensor tract statistics

scientific article

FGWAS: Functional genome wide association analysis

scientific article

FLCRM: Functional linear cox regression model.

scientific article published on September 2017

FMEM: functional mixed effects modeling for the analysis of longitudinal white matter Tract data

scientific article

FRATS: Functional Regression Analysis of DTI Tract Statistics

scientific article

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

scientific article

Fast tensor image morphing for elastic registration

Fitting Nonlinear Ordinary Differential Equation Models with Random Effects and Unknown Initial Conditions Using the Stochastic Approximation Expectation-Maximization (SAEM) Algorithm

scientific article published on 22 November 2014

Fixed and random effects selection in mixed effects models

scientific article

Flavonol-rich dark cocoa significantly decreases plasma endothelin-1 and improves cognition in urban children

scientific article published on 22 August 2013

Functional Linear Regression Models for Nonignorable Missing Scalar Responses

article

Functional Nonlinear Mixed Effects Models for Longitudinal Image Data

scientific article

Functional-mixed effects models for candidate genetic mapping in imaging genetic studies

scientific article

Generalized empirical likelihood inference for nonsmooth moment functions with non-ignorable missing values

scholarly article published in 2020

Genetic influences on neonatal cortical thickness and surface area

scientific article published on 24 August 2018

Genome-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

scientific article published on 01 November 2019

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

scientific article published on 04 October 2016

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

scientific article published on 22 May 2017

Graph-Based Semi-Supervised Learning with Non-ignorable Non-response ⬇️

HFPRM: Hierarchical Functional Principal Regression Model for Diffusion Tensor Image Bundle Statistics

scientific article

Habit learning in Tourette syndrome: a translational neuroscience approach to a developmental psychopathology

scientific article published in December 2004

Hard thresholding regression

scientific article published on 24 September 2018

Heritability of Regional Brain Volumes in Large-Scale Neuroimaging and Genetic Studies

scientific article published on 01 July 2019

Hidden Markov latent variable models with multivariate longitudinal data

scientific article

Hippocampus and amygdala morphology in attention-deficit/hyperactivity disorder

scientific article published on July 2006

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

scientific article published on 26 October 2016

Impact of sex and gonadal steroids on neonatal brain structure

scientific article

Increased number of subcortical hyperintensities on MRI in children and adolescents with Tourette's syndrome, obsessive-compulsive disorder, and attention deficit hyperactivity disorder

scientific article published on June 2006

Initial experience in hybrid PET-MRI for evaluation of refractory focal onset epilepsy

scientific article

Intersubject variability of and genetic effects on the brain's functional connectivity during infancy

scientific article

Intra-city Differences in Cardiac Expression of Inflammatory Genes and Inflammasomes in Young Urbanites: A Pilot Study

scientific article

Intrinsic Regression Models for Manifold-Valued Data

scientific article

Intrinsic Regression Models for Medial Representation of Subcortical Structures

scientific article published on March 2012

Intrinsic Regression Models for Positive-Definite Matrices With Applications to Diffusion Tensor Imaging

scientific article

Intrinsic regression models for manifold-valued data

scientific article published on 01 January 2009

Joint analyses of human milk fatty acids, phospholipids, and choline in association with cognition and temperament traits during the first 6 months of life

scientific article published in 2022

KDD-2023 Workshop on Decision Intelligence and Analytics for Online Marketplaces

scientific article published on 04 August 2023

L2RM: Low-rank Linear Regression Models for High-dimensional Matrix Responses

scientific article published on 30 April 2019

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

scientific article published on January 2017

Large-scale GWAS reveals genetic architecture of brain white matter microstructure and genetic overlap with cognitive and mental health traits (n = 17,706)

scientific article published on 30 October 2019

Latent volumetric structure of the human brain: Exploratory factor analysis and structural equation modeling of gray matter volumes in healthy children and adults

scientific article

Limits to anatomical accuracy of diffusion tractography using modern approaches

scientific article published on 11 October 2018

Local influence for generalized linear models with missing covariates

scientific article

Local polynomial regression for symmetric positive definite matrices ⬇️

scientific article published on March 16, 2012

Localized differences in caudate and hippocampal shape are associated with schizophrenia but not antipsychotic type

scientific article published on 9 November 2012

Longitudinal development of cortical and subcortical gray matter from birth to 2 years

scientific article

Longitudinal regression analysis of spatial-temporal growth patterns of geometrical diffusion measures in early postnatal brain development with diffusion tensor imaging

scientific article published on 20 July 2011

MARM: multiscale adaptive regression models for neuroimaging data

scientific article

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

scientific article published on 17 April 2018

MULTISCALE ADAPTIVE SMOOTHING MODELS FOR THE HEMODYNAMIC RESPONSE FUNCTION IN FMRI.

scientific article published on June 2013

MULTIVARIATE VARYING COEFFICIENT MODEL FOR FUNCTIONAL RESPONSES ⬇️

scientific article published on October 1, 2012

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

scientific article published on 16 December 2016

Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges

scientific article published on 17 August 2018

Mapping growth patterns and genetic influences on early brain development in twins

scientific article published on 01 January 2009

Mapping population-based structural connectomes

scientific article published on 18 January 2018

Mapping the genetic variation of regional brain volumes as explained by all common SNPs from the ADNI study

scientific article

Masked convolutional neural network for supervised learning problems

scientific article published on 22 April 2020

Merging or ensembling: integrative analysis in multiple neuroimaging studies

scholarly article published on 29 January 2024

Model Selection Criteria for Missing-Data Problems Using the EM Algorithm

scientific article

Monotone Nonparametric Regression for Functional/Longitudinal Data

scholarly article

More insights into early brain development through statistical analyses of eigen-structural elements of diffusion tensor imaging using multivariate adaptive regression splines ⬇️

scientific article published on March 1, 2013

Morphologic features of the amygdala and hippocampus in children and adults with Tourette syndrome

scientific article published on November 2007

Morphological abnormalities of the thalamus in youths with attention deficit hyperactivity disorder

scientific article

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

scientific article published on 30 October 2015

Multiscale Adaptive Marginal Analysis of Longitudinal Neuroimaging Data with Time‐Varying Covariates ⬇️

scientific article published on May 2, 2012

Multiscale Adaptive Regression Models for Neuroimaging Data ⬇️

scientific article published on September 1, 2011

Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data

scientific article published on 26 January 2013

Multivariate Analysis of Clinical, Demographic, and Laboratory Data for Classification of Disorders of Calcium Homeostasis ⬇️

scientific article published on January 1, 2011

Multivariate Network-Level Approach to Detect Interactions between Large-Scale Functional Systems ⬇️

scientific article published on 01 January 2010

Multivariate longitudinal shape analysis of human lateral ventricles during the first twenty-four months of life

scientific article

Multivariate varying coefficient models for DTI tract statistics

scientific article published on 01 January 2010

NBD delivery improves the disease phenotype of the golden retriever model of Duchenne muscular dystrophy

scientific article

Neural substrates of self-regulatory control in children and adults with Tourette syndrome

scientific article

Neural systems subserving valence and arousal during the experience of induced emotions

scientific article

Neuroinflammation, hyperphosphorylated tau, diffuse amyloid plaques, and down-regulation of the cellular prion protein in air pollution exposed children and young adults

scientific article

Neuropsychological near normality and brain structure abnormality in schizophrenia

scientific article

Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process

scientific article published in 2022

Osteoarthritis of the Temporomandibular Joint can be diagnosed earlier using biomarkers and machine learning

scientific article published on 15 May 2020

Outcome quantification using SPHARM-PDM toolbox in orthognathic surgery

scientific article

PERTURBATION AND SCALED COOK'S DISTANCE.

scientific article published on January 2012

Partial least squares for functional joint models with applications to the Alzheimer's disease neuroimaging initiative study

scientific article published on 03 February 2020

Patterns of protein expression in human head and neck cancer cell lines differ after proton vs photon radiotherapy

scientific article published on 11 November 2019

Predicting Alzheimer's Disease Using Combined Imaging-Whole Genome SNP Data

scientific article

Projection regression models for multivariate imaging phenotype

scientific article

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

scientific article published on 27 October 2018

Radiomic analysis in prediction of Human Papilloma Virus status.

scientific article

Regression Models for Identifying Noise Sources in Magnetic Resonance Images

scientific article

Regression Models on Riemannian Symmetric Spaces

scientific article published on 20 March 2016

Reinforced Angle-based Multicategory Support Vector Machines

scientific article published on 5 August 2016

Rejoinder: Bayesian local influence for survival models

SGPP: spatial Gaussian predictive process models for neuroimaging data

scientific article

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

scientific article published on 26 March 2018

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

scientific article

SR-HARDI: Spatially Regularizing High Angular Resolution Diffusion Imaging

scientific article published on 11 November 2015

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

scientific article

Semiparametric Bayes local additive models for longitudinal data

scientific article

Semiparametric Bayesian local functional models for diffusion tensor tract statistics

scientific article published on 23 June 2012

Sex differences in cortical thickness mapped in 176 healthy individuals between 7 and 87 years of age.

scientific article published on 31 August 2006

Sex differences in grey matter atrophy patterns among AD and aMCI patients: results from ADNI

scientific article

Simulation of Brain Mass Effect with an Arbitrary Lagrangian and Eulerian FEM ⬇️

scientific article published on 01 January 2010

Single-index varying coefficient model for functional responses

scientific article published on 08 April 2016

Single-nucleotide polymorphisms are associated with cognitive decline at Alzheimer's disease conversion within mild cognitive impairment patients

scientific article

SlicerSALT: Shape AnaLysis Toolbox

scientific article published on 01 September 2018

Spatially Varying Coefficient Model for Neuroimaging Data with Jump Discontinuities

scientific article

Spatially Weighted Principal Component Analysis for Imaging Classification

scientific article published on January 2015

Stability analysis of CT radiomic features with respect to segmentation variation in oropharyngeal cancer

scientific article published on 28 November 2019

Statistical analyses of brain surfaces using Gaussian random fields on 2-D manifolds

scientific article published on January 2007

Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons

scientific article published in 2022

Structural and Maturational Covariance in Early Childhood Brain Development.

scientific article published on 13 February 2016

Structured Genome-Wide Association Studies with Bayesian Hierarchical Variable Selection

scientific article published on 22 April 2019

Suggestion overrides the Stroop effect in highly hypnotizable individuals

scientific article published on 9 June 2006

TAILOR THE LONGITUDINAL ANAYSIS FOR NIH LONGITUDINAL NORMAL BRAIN DEVELOPMENTAL STUDY.

scientific article published on May 2014

TIMER: tensor image morphing for elastic registration

scientific article published on 3 May 2009

TPRM: Tensor Partition Regression Models with Appilcations in Imaging Biomarker Detection

scientific article published on 11 September 2018

TWO-STAGE EMPIRICAL LIKELIHOOD FOR LONGITUDINAL NEUROIMAGING DATA.

scientific article

Temporal and spatial evolution of brain network topology during the first two years of life

scientific article

Tensor network factorizations: Relationships between brain structural connectomes and traits

scientific article published on 25 April 2019

The Bayesian Covariance Lasso

scientific article published on April 2013

The Statistics and Mathematics of High Dimension Low Sample Size Asymptotics

scientific article published on October 2016

The UNC/UMN Baby Connectome Project (BCP): An overview of the study design and protocol development

scientific article published on 22 March 2018

The emergence of a functionally flexible brain during early infancy

scientific article published on 31 August 2020

The impact of environmental metals in young urbanites’ brains ⬇️

scientific article published on March 19, 2012

The joint effect of aging and HIV infection on microstructure of white matter bundles

scientific article published on 04 July 2019

The neurophysiological bases of emotion: An fMRI study of the affective circumplex using emotion-denoting words

scientific article

The role of endogenous IFN-β in the regulation of Th17 responses in patients with relapsing-remitting multiple sclerosis

scientific article published on 21 May 2014

The synchronization within and interaction between the default and dorsal attention networks in early infancy

scientific article published on 24 February 2012

Transcriptome-wide association analysis of brain structures yields insights into pleiotropy with complex neuropsychiatric traits

scientific article published in 2021

TwinMARM: two-stage multiscale adaptive regression methods for twin neuroimaging data

scientific article

UNC-Utah NA-MIC DTI framework: Atlas Based Fiber Tract Analysis with Application to a Study of Nicotine Smoking Addiction

scientific article published on March 2013

UNC-Utah NA-MIC framework for DTI fiber tract analysis

scientific article published on 9 January 2014

Use of shape correspondence analysis to quantify skeletal changes associated with bone-anchored Class III correction.

scientific article

VARIABLE SELECTION FOR REGRESSION MODELS WITH MISSING DATA.

scientific article

VARYING COEFFICIENT MODEL FOR MODELING DIFFUSION TENSORS ALONG WHITE MATTER TRACTS

scientific article published on March 2013

VOXEL-WISE GROUP ANALYSIS OF DTI.

scientific article published on January 2009

Variable selection in the cox regression model with covariates missing at random

scientific article published on 18 May 2009

White matter abnormalities revealed by diffusion tensor imaging in non-demented and demented HIV+ patients

scientific article published on 17 April 2009

White matter hyperintensities, systemic inflammation, brain growth, and cognitive functions in children exposed to air pollution

scientific article published on January 2012

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