Hongtu Zhu

University of North Carolina at Chapel Hill

Biochemistry, Genetics and Molecular BiologyPsychologyNeuroscience

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 1%percentile

12.2Author DataRank

Indexed papers

13in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 13 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Pan-cancer analysis of whole genomes

Nature(2020)10.1038/s41586-020-1969-6

Top 3%

5.9DataRank

Top 3%3307 citations

Lauri A. Aaltonen, Federico Abascal, Adam Abeshouse, Hiroyuki Aburatani, David J. Adams +1244 more

Papers

Driven by 173 papers — median percentile 41. Top paper: “Characterizing genetic intra-tumor heterogeneity across 2,658 human cancer genomes”.

Characterizing genetic intra-tumor heterogeneity across 2,658 human cancer genomes

Cell(2021)10.1016/j.cell.2021.03.009

N/A

7.3DataRank · unranked

560 citations

Ignaty Leshchiner, Kerstin Haase, Maxime Tarabichi, Jeff Wintersinger, Amit G. Deshwar +64 more

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

Nature Genetics(2019)10.1038/s41588-019-0516-6

N/A

6.3DataRank · unranked

309 citations

Tianyou Luo, Tengfei Li, Yun Li, Jingwen Zhang, Yue Shan +6 more

Pan-cancer analysis of whole genomes

Nature(2020)10.1038/s41586-020-1969-6

Top 3%

5.9DataRank

Top 3%3307 citations

Lauri A. Aaltonen, Federico Abascal, Adam Abeshouse, Hiroyuki Aburatani, David J. Adams +1244 more

Analyses of non-coding somatic drivers in 2,658 cancer whole genomes

Nature(2020)10.1038/s41586-020-1965-x

Top 5%

4.6DataRank

Top 5%668 citations

Federico Abascal, Jeremiah A. Wala, Ofer Shapira, Grace Tiao, Henrik Hornshøj +1240 more

The evolutionary history of 2,658 cancers

Nature(2020)10.1038/s41586-019-1907-7

N/A

1.1DataRank · unranked

1106 citations

Clemency Jolly, Ignaty Leshchiner, Stefan C. Dentro, Santiago Gonzalez, Daniel Rosebrock +59 more

GWAS of 19,629 individuals identifies novel genetic variants for regional brain volumes and refines their genetic co-architecture with cognitive and mental health traits

bioRxiv (Cold Spring Harbor Laboratory)10.1101/586339

N/A

0.777DataRank · unranked

14 citations

Tianyou Luo, Tengfei Li, Yun Li, Jingwen Zhang, Yue Shan +6 more

Estimation of tumor cell total mRNA expression in 15 cancer types predicts disease progression

Nature Biotechnology(2022)10.1038/s41587-022-01342-x

N/A

0.652DataRank · unranked

76 citations

Jennifer Wang, Shuangxi Ji, Yang Peng, Yaoyi Dai, Shuai Guo +35 more

A comprehensive comparison on cell-type composition inference for spatial transcriptomics data

Briefings in Bioinformatics(2022)10.1093/bib/bbac245

N/A

0.650DataRank · unranked

75 citations

Weifang Liu, Tianyou Luo, Zhentao Yu, Min-Zhi Jiang, Jia Wen +6 more

Eye-brain connections revealed by multimodal retinal and brain imaging genetics

Nature Communications(2024)10.1038/s41467-024-50309-w

N/A

0.646DataRank · unranked

73 citations

Yujue Li, Zirui Fan, Zhenyi Wu, Juan Shu, Xiaochen Yang +13 more

Common variants contribute to intrinsic human brain functional networks

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.07.30.229914

Top 37%

0.530DataRank

Top 37%8 citations

Tengfei Li, Stephen M. Smith, Di Xiong, Xifeng Wang, Yue Yang +15 more

Interactions between Bifidobacterium and Bacteroides and human milk oligosaccharides and their associations with infant cognition

Frontiers in Nutrition(2023)10.3389/fnut.2023.1216327

N/A

0.483DataRank · unranked

24 citations

Tinu Mary Samuel, Tengfei Li, Brittany Howell, Kristine Baluyot, Heather C. Hazlett +6 more

On Genetic Correlation Estimation With Summary Statistics From Genome-Wide Association Studies

Journal of the American Statistical Association(2021)10.1080/01621459.2021.1906684

N/A

0.457DataRank · unranked

20 citations

Hongtu Zhu, Bingxin Zhao

Genetic influences on the intrinsic and extrinsic functional organizations of the cerebral cortex

medRxiv(2021)10.1101/2021.07.27.21261187

N/A

0.425DataRank · unranked

16 citations

Tengfei Li, Stephen M. Smith, Zirui Fan, Xiaochen Yang, Yilin Yang +14 more

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

UNC Libraries(2020)10.17615/p79q-ms10

N/A

0.416DataRank · unranked

3 citations

Zakaria Khondker, Hongtu Zhu, Zhaohua Lu, Joseph G. Ibrahim

Longitudinal development of the cerebellum in human infants during the first 800 days

Cell Reports(2023)10.1016/j.celrep.2023.112281

N/A

0.406DataRank · unranked

14 citations

Liangjun Chen, Zhengwang Wu, Tengfei Li, Yue Sun, Jiale Cheng +6 more

Crowd-sourced benchmarking of single-sample tumor subclonal reconstruction

Nature Biotechnology(2024)10.1038/s41587-024-02250-y

Top 46%

0.396DataRank

Top 46%13 citations

Maxime Tarabichi, Alex Buchanan, Shadrielle M. G. Espiritu, Hongjiu Zhang, Kaiyi Zhu +83 more

The pivotal role of the X-chromosome in the genetic architecture of the human brain

medRxiv(2023)10.1101/2023.08.30.23294848

Top 51%

0.340DataRank

Top 51%4 citations

Patrick F. Sullivan, Tengfei Li, Bingxin Zhao, Xifeng Wang, Tianyou Luo +10 more

Urinary metabolite concentrations of phthalate and plasticizers in infancy and childhood in the UNC baby connectome project

Environmental Research(2024)10.1016/j.envres.2024.119467

N/A

0.330DataRank · unranked

8 citations

Chih‐Wei Liu, Julia E. Rager, Alison B. Singer, Dazhe Chen, Cherrel K. Manley +9 more

Multi-organ imaging-derived polygenic indexes for brain and body health

medRxiv(2023)10.1101/2023.04.18.23288769

Top 53%

0.321DataRank

Top 53%6 citations

Patrick F. Sullivan, Bingxuan Li, Zirui Fan, Dezheng Ding, Juan Shu +11 more

Spectral fiber-photometry derives hemoglobin concentration changes for accurate measurement of fluorescent sensor activity

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.08.23.457372

N/A

0.292DataRank · unranked

6 citations

Tzu-Hao Harry Chao, Yue Yang, Tzu-Wen Wang, Sung-Ho Lee, Esteban A. Oyarzabal +7 more

Mapping Genetic Topography of Cortical Thickness and Surface Area in Neonatal Brains

Journal of Neuroscience(2023)10.1523/jneurosci.1841-22.2023

N/A

0.292DataRank · unranked

6 citations

Zhengwang Wu, Tengfei Li, Xifeng Wang, Ya Wang, Lei Xing +7 more

Estimating Trans-Ancestry Genetic Correlation with Unbalanced Data Resources

Journal of the American Statistical Association(2024)10.1080/01621459.2024.2344703

N/A

0.269DataRank · unranked

5 citations

Xiaochen Yang, Hongtu Zhu, Bingxin Zhao

Identification and validation of supervariants reveal novel loci associated with human white matter microstructure

Genome Research(2023)10.1101/gr.277905.123

N/A

0.269DataRank · unranked

5 citations

Ting Li, Bingxin Zhao, Wei Dai, Yisha Yao, Cai Li +4 more

On blockwise and reference panel-based estimators for genetic data prediction in high dimensions

The Annals of Statistics(2024)10.1214/24-aos2378

N/A

0.208DataRank · unranked

3 citations

Shurong Zheng, Hongtu Zhu, Bingxin Zhao

An atlas of trait associations with resting-state and task-evoked human brain functional architectures in the UK Biobank

medRxiv(2022)10.1101/2022.02.22.22271371

Top 66%

0.186DataRank

Top 66%2 citations

Tengfei Li, Yujue Li, Zirui Fan, Di Xiong, Xifeng Wang +4 more

Author Correction: Cancer LncRNA Census reveals evidence for deep functional conservation of long noncoding RNAs in tumorigenesis

Communications Biology(2022)10.1038/s42003-022-03769-z

N/A

0.165DataRank · unranked

2 citations

Lars Feuerbach, Chen Hong, David Mas-Ponte, Randi Istrup Pedersen, PCAWG Drivers and Functional Interpretation Group +1255 more

Early life phthalate and replacement plasticizer exposures and changes in early childhood brain functional connectivity and structural morphology

Environment International(2026)10.1016/j.envint.2026.110119

N/A

0.165DataRank · unranked

2 citations

Tengfei Li, Emily J. Werder, Chih‐Wei Liu, Diana C. Pacyga, Jake Thistle +13 more

Clinical application of SPHARM-PDM to quantify temporomandibular joint osteoarthritis

UNC Libraries(2020)10.17615/4cen-dm26

N/A

0.104DataRank · unranked

1 citations

Hongtu Zhu, Beatriz Paniagua, Martin Styner, Lucía Cevidanes, David Walker +1 more

Semiparametric Bayesian local functional models for diffusion tensor tract statistics

UNC Libraries(2020)10.17615/vjq3-wt60

N/A

0.104DataRank · unranked

1 citations

Hongtu Zhu, Zhaowei Hua, John H. Gilmore, Martin Styner, David B. Dunson

FPLS-DC: functional partial least squares through distance covariance for imaging genetics

Bioinformatics(2024)10.1093/bioinformatics/btae173

N/A

0.104DataRank · unranked

1 citations

Yue Shan, Chuang Li, Shuai Huang, Tengfei Li, Yun Li +2 more

Multiscale adaptive regression models for neuroimaging data: Multiscale Adaptive Regression Models

UNC Libraries(2020)10.17615/tqnt-9845

N/A

0DataRank · unranked

1 citations

Dinggang Shen, Yimei Li, Joseph G. Ibrahim, Weili Lin, Hongtu Zhu +1 more

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

UNC Libraries(2020)10.17615/knfg-0g41

N/A

0DataRank · unranked

1 citations

Dehan Kong, Hongtu Zhu, Kelly S. Giovanello, Yalin Wang, Yong Fan +3 more

Tumor cell total mRNA expression shapes the molecular and clinical phenotype of cancer

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.09.30.306795

N/A

0DataRank · unranked

5 citations

Jennifer Wang, Shuangxi Ji, Yang Peng, Matthew D. Montierth, Shuai Guo +32 more

Diagnostic measures for the Cox regression model with missing covariates

UNC Libraries(2020)10.17615/saka-6r87

N/A

0DataRank · unranked

0 citations

Ming Hui Chen, Joseph G. Ibrahim, Hongtu Zhu

The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up

EUR Research Repository (Erasmus University Rotterdam)(2020)10.48550/arxiv.2002.03419

Top 100%

0DataRank

Top 100%0 citations

Neil P. Oxtoby, Alexandra L. Young, Esther E. Bron, Arthur W. Toga, Michael W. Weiner +91 more

Multivariate Longitudinal Shape Analysis of Human Lateral Ventricles during the First Twenty-Four Months of Life

UNC Libraries(2020)10.17615/90bw-0963

N/A

0DataRank · unranked

0 citations

Mihye Ahn, Shun Xu, Martin Styner, Ying Yuan, Dinggang Shen +6 more

BFLCRM: A Bayesian functional linear Cox regression model for predicting time to conversion to Alzheimer’s disease

UNC Libraries(2020)10.17615/vjc7-yr87

N/A

0DataRank · unranked

0 citations

Eunjee Lee, Hongtu Zhu, Yalin Wang, Dehan Kong, Joseph G. Ibrahim +1 more

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

UNC Libraries(2020)10.17615/2x40-fq41

N/A

0DataRank · unranked

0 citations

Hongyu An, Weili Lin, John H. Gilmore, Valerie Jewells, Dinggang Shen +3 more

SGPP: spatial Gaussian predictive process models for neuroimaging data

UNC Libraries(2020)10.17615/m97f-rj11

N/A

0DataRank · unranked

0 citations

John H. Gilmore, Jung Won Hyun, Yimei Li, Martin Styner, Zhaohua Lu +1 more

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

UNC Libraries(2020)10.17615/crxf-xs89

N/A

0DataRank · unranked

0 citations

Hongtu Zhu, Heping Zhang, Martha Skup

Generalized Scalar-on-Image Regression Models via Total Variation

UNC Libraries(2020)10.17615/m6wr-2y71

N/A

0DataRank · unranked

0 citations

Xiao Wang, Hongtu Zhu

3D tract-specific local and global analysis of white matter integrity in Alzheimer's disease: White Matter Integrity in Alzheimer's Disease

UNC Libraries(2020)10.17615/7b0s-c657

N/A

0DataRank · unranked

0 citations

Clifford R. Jack, Hongtu Zhu, Madelaine Daianu, Chao Huang, Robert I. Reid +4 more

Cook’s Distance Measures for Varying Coefficient Models With Functional Responses

UNC Libraries(2020)10.17615/b0yn-tn91

N/A

0DataRank · unranked

0 citations

Qibing Gao, Mihye Ahn, Hongtu Zhu

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

UNC Libraries(2020)10.17615/hd56-mp91

N/A

0DataRank · unranked

0 citations

Kathy Wilber, C. Robert Bagnell, Jiahui Wang, Sandra Elmore, Weili Lin +8 more

Spatially Weighted Principal Component Analysis for Imaging Classification

UNC Libraries(2020)10.17615/xzrt-cv27

N/A

0DataRank · unranked

0 citations

Hongtu Zhu, Ruixin Guo, Mihye Ahn

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

UNC Libraries(2020)10.17615/c92g-bb24

N/A

0DataRank · unranked

0 citations

Kathryn Anne Stoll, Hongtu Zhu, Rodolfo Villarreal‐Calderon, Mariana Aragón-Flores, Janet V. Cross +6 more

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

UNC Libraries(2020)10.17615/1cs8-gx65

N/A

0DataRank · unranked

0 citations

Samantha Meltzer‐Brody, Audrey R. Verde, Mihye Ahn, Sandra Woolson, Shaili C. Jha +7 more

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

UNC Libraries(2020)10.17615/v1bk-kd66

N/A

0DataRank · unranked

0 citations

Zakaria Khondker, Yue Wang, Hongtu Zhu, Joseph G. Ibrahim, Zhaohua Lu

Environmental and Genetic Contributors to Salivary Testosterone Levels in Infants

UNC Libraries(2020)10.17615/y8nn-s025

N/A

0DataRank · unranked

0 citations

Hongtu Zhu, John H. Gilmore, Yang Yu, Mihye Ahn, Fei Zou +2 more

Intrinsic Regression Models for Medial Representation of Subcortical Structures

UNC Libraries(2020)10.17615/8kmt-z098

N/A

0DataRank · unranked

0 citations

Martin Styner, Hongtu Zhu, Joseph G. Ibrahim, Faming Liang, Xiaoyan Shi +1 more

Reperfusion Beyond 6 Hours Reduces Infarct Probability in Moderately Ischemic Brain Tissue

UNC Libraries(2020)10.17615/c8a1-bk67

N/A

0DataRank · unranked

0 citations

Hongtu Zhu, William J. Powers, Cihat Eldeniz, Yasheng Chen, Weili Lin +4 more

Diagnostic Measures for Generalized Linear Models with Missing Covariates

UNC Libraries(2020)10.17615/s3v9-y030

N/A

0DataRank · unranked

0 citations

Xiaoyan Shi, Joseph G. Ibrahim, Hongtu Zhu

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

UNC Libraries(2020)10.17615/sbeh-4h42

N/A

0DataRank · unranked

0 citations

William J. Powers, Linglong Kong, Jin‐Moo Lee, Hongtu Zhu, Weili Lin +3 more

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

UNC Libraries(2020)10.17615/4v96-r726

N/A

0DataRank · unranked

0 citations

Hongtu Zhu, Robert K. McClure, Sylvain Gouttard, Eric Maltbie, Martin Styner +3 more

A unified optimization approach for diffusion tensor imaging technique

UNC Libraries(2020)10.17615/qyyf-ad21

N/A

0DataRank · unranked

0 citations

Wei Gao, Weili Lin, Hongtu Zhu

Bayesian Case Influence Measures for Statistical Models With Missing Data

UNC Libraries(2020)10.17615/7pbg-pt18

N/A

0DataRank · unranked

0 citations

Joseph G. Ibrahim, Hyunsoon Cho, Hongtu Zhu, Niansheng Tang

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

UNC Libraries(2020)10.17615/jt0g-yd47

N/A

0DataRank · unranked

0 citations

Dan Shen, Hongtu Zhu, Xuewei Peng, Leo Yufeng Liu

Enlargement of Thalamic Nuclei in Tourette Syndrome

UNC Libraries(2020)10.17615/5erm-ne45

N/A

0DataRank · unranked

0 citations

Juan Sanchez‐Peña, Xuejun Hao, Hongtu Zhu, Ravi Bansal, Iliyan Ivanov +9 more

ARFI Ultrasound Monitoring of Hemorrhage and Hemostasis In Vivo in Canine Von Willebrand Disease and Hemophilia

UNC Libraries(2020)10.17615/qrz8-y794

N/A

0DataRank · unranked

0 citations

Mallory R. Scola, Elizabeth P. Merricks, Paris Margaritis, Caterina M. Gallippi, Melissa C. Caughey +4 more

Regression Models for Identifying Noise Sources in Magnetic Resonance Images

UNC Libraries(2020)10.17615/2b6d-yp34

N/A

0DataRank · unranked

0 citations

Joseph G. Ibrahim, Weili Lin, Hongtu Zhu, Yashen Chen, Xiaoyan Shi +5 more

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

UNC Libraries(2020)10.17615/ycc7-ag23

N/A

0DataRank · unranked

0 citations

Heather C. Hazlett, Joseph Piven, Martin Styner, Sylvain Gouttard, Jean-Baptiste Berger +14 more

Bayesian estimation of semiparametric nonlinear dynamic factor analysis models using the Dirichlet process prior: Semiparametric nonlinear DFA models with the DP prior

UNC Libraries(2020)10.17615/zv24-sy66

N/A

0DataRank · unranked

0 citations

Hongtu Zhu, Song Xin-yuan, Niansheng Tang, Ying Yuan, Sy Miin Chow

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

UNC Libraries(2020)10.17615/ka8q-bk87

Top 100%

0DataRank

Top 100%0 citations

Corrado Priami, Jimit Doshi, Roland Krause, Kong, Dehan, Aristeidis Sotiras +95 more

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

UNC Libraries(2020)10.17615/htpk-dq17

Top 100%

0DataRank

Top 100%0 citations

E.T. Merrill, Qilin Dong, Xia Shen, Laura Caberlotto, Arno Klein +95 more

Bayesian case-deletion model complexity and information criterion

UNC Libraries(2020)10.17615/pez4-1r60

N/A

0DataRank · unranked

0 citations

Qingxia Chen, Hongtu Zhu, Joseph G. Ibrahim

TwinMARM: Two-Stage Multiscale Adaptive Regression Methods for Twin Neuroimaging Data

UNC Libraries(2020)10.17615/zwxy-mx08

N/A

0DataRank · unranked

0 citations

John H. Gilmore, Weili Lin, Jiaping Wang, Hongtu Zhu, Martin Styner +1 more

Mapping the Genetic Variation of Regional Brain Volumes as Explained by All Common SNPs from the ADNI Study

UNC Libraries(2020)10.17615/n5n0-k317

N/A

0DataRank · unranked

0 citations

Dinggang Shen, Kelly S. Giovanello, Jing Chang, Hongtu Zhu, Christopher Bryant +2 more

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

UNC Libraries(2020)10.17615/f0kc-fq89

N/A

0DataRank · unranked

0 citations

Niansheng Tang, Joseph G. Ibrahim, Hongtu Zhu

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

UNC Libraries(2020)10.17615/cnb9-e591

N/A

0DataRank · unranked

0 citations

Yaping Wang, Ja-An Lin, Kelly S. Giovanello, Hongtu Zhu, Wei Gao +6 more

Bayesian local influence for survival models

UNC Libraries(2020)10.17615/pm61-5e92

N/A

0DataRank · unranked

0 citations

Hongtu Zhu, Niansheng Tang, Joseph G. Ibrahim

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

UNC Libraries(2020)10.17615/8kpy-md90

N/A

0DataRank · unranked

0 citations

Jung Won Hyun, Chao Huang, Martin Styner, Hongtu Zhu, Yimei Li +1 more

Outcome quantification using SPHARM-PDM toolbox in orthognathic surgery

UNC Libraries(2020)10.17615/vddd-4469

N/A

0DataRank · unranked

0 citations

Hongtu Zhu, Martin Styner, Lucía Cevidanes, Beatriz Paniagua

Variable Selection in the Cox Regression Model with Covariates Missing at Random

UNC Libraries(2020)10.17615/47ad-1x90

N/A

0DataRank · unranked

0 citations

Hongtu Zhu, Ramon I. Garcia, Joseph G. Ibrahim

Impact of Sex and Gonadal Steroids on Neonatal Brain Structure

UNC Libraries(2020)10.17615/p97y-a252

N/A

0DataRank · unranked

0 citations

Robert M. Hamer, Rebecca Knickmeyer, Martin Styner, Sandra Woolson, Hongtu Zhu +4 more

SR-HARDI: Spatially Regularizing High Angular Resolution Diffusion Imaging

UNC Libraries(2020)10.17615/k8ad-th29

N/A

0DataRank · unranked

0 citations

Jian Cheng, Pew‐Thian Yap, Hongtu Zhu, Shangbang Rao, Joseph G. Ibrahim

Common genetic variation influencing human white matter microstructure

Science(2021)10.1126/science.abf3736

N/A

0DataRank · unranked

240 citations

Tengfei Li, Yue Yang, Xifeng Wang, Tianyou Luo, Yue Shan +10 more

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

Nature Communications(2021)10.1038/s41467-021-23130-y

N/A

0DataRank · unranked

91 citations

Yue Shan, Yue Yang, Zhaolong Yu, Tengfei Li, Xifeng Wang +7 more

The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up

The Journal of Machine Learning for Biomedical Imaging(2021)10.59275/j.melba.2021-2dcc

N/A

0DataRank · unranked

69 citations

Neil P. Oxtoby, Alexandra L. Young, Esther E. Bron, Arthur W. Toga, Michael W. Weiner +92 more

High-Dimensional Spatial Quantile Function-on-Scalar Regression

Journal of the American Statistical Association(2021)10.1080/01621459.2020.1870984

N/A

0DataRank · unranked

22 citations

Xiao Wang, Linglong Kong, Hongtu Zhu, Zhengwu Zhang

FRATS: Functional Regression Analysis of DTI Tract Statistics

UNC Libraries(2021)10.17615/1wwa-sm39

N/A

0DataRank · unranked

0 citations

Hongtu Zhu, Niansheng Tang, Martin Styner, Zhexing Liu, Weili Lin +1 more

Estimation for the bivariate quantile varying coefficient model with application to diffusion tensor imaging data analysis

Biostatistics(2021)10.1093/biostatistics/kxab031

N/A

0DataRank · unranked

8 citations

Haoxu Shu, Bei Jiang, Linglong Kong, Giseon Heo, Qianchuan He +3 more

Perturbation selection and influence measures in local influence analysis

UNC Libraries(2021)10.17615/34b9-2q83

N/A

0DataRank · unranked

11 citations

Hongtu Zhu, Sik‐Yum Lee, Joseph G. Ibrahim, Heping Zhang

Heart-brain connections: phenotypic and genetic insights from 40,000 cardiac and brain magnetic resonance images

medRxiv(2021)10.1101/2021.11.01.21265779

N/A

0DataRank · unranked

3 citations

Tengfei Li, Zirui Fan, Yue Yang, Xifeng Wang, Tianyou Luo +11 more

Tumor cell total mRNA expression shapes the molecular and clinical phenotype of cancer

Research Square(2021)10.21203/rs.3.rs-600171/v1

N/A

0DataRank · unranked

2 citations

Jennifer Wang, Shuangxi Ji, Yang Peng, Matthew D. Montierth, Shuai Guo +32 more

Quantitative tract-based white matter heritability in twin neonates

UNC Libraries(2021)10.17615/xwaw-zr96

Top 100%

0DataRank

Top 100%0 citations

Rachel J. Steiner, Hongtu Zhu, Martin Styner, John H. Gilmore, Shikai Luo +2 more

Common Variants in Psychiatric Risk Genes Predict Brain Structure at Birth

UNC Libraries(2021)10.17615/25w8-9g03

N/A

0DataRank · unranked

0 citations

Thomas Konneker, Xiujuan Geng, Rebecca Knickmeyer, Martin Styner, Robert M. Hamer +5 more

ARFI Imaging for Noninvasive Material Characterization of Atherosclerosis Part II: Toward In Vivo Characterization

UNC Libraries(2021)10.17615/550v-6y42

N/A

0DataRank · unranked

0 citations

Elizabeth P. Merricks, Hongtu Zhu, Caterina M. Gallippi, Timothy C. Nichols, Russell H. Behler

Common variants contribute to intrinsic human brain functional networks

Nature Genetics(2022)10.1038/s41588-022-01039-6

N/A

0DataRank · unranked

154 citations

Tengfei Li, Stephen M. Smith, Di Xiong, Xifeng Wang, Yue Yang +15 more

Spectral fiber photometry derives hemoglobin concentration changes for accurate measurement of fluorescent sensor activity

Cell Reports Methods(2022)10.1016/j.crmeth.2022.100243

N/A

0DataRank · unranked

58 citations

Tzu-Hao Harry Chao, Yue Yang, Tzu‐Wen Wang, Sung-Ho Lee, Esteban A. Oyarzabal +7 more

Altered neural flexibility in children with attention-deficit/hyperactivity disorder

Molecular Psychiatry(2022)10.1038/s41380-022-01706-4

N/A

0DataRank · unranked

33 citations

Tengfei Li, Peter J. Mucha, Jessica R. Cohen, Hongtu Zhu, Ziliang Zhu +2 more

DADP: Dynamic abnormality detection and progression for longitudinal knee magnetic resonance images from the Osteoarthritis Initiative

Medical Image Analysis(2022)10.1016/j.media.2021.102343

N/A

0DataRank · unranked

24 citations

Zhenlin Xu, Zhengyang Shen, Tianyou Luo, Tengfei Li, Daniel Nissman +5 more

The Art, Science, and Secrets of Scanning Young Children

Biological Psychiatry(2022)10.1016/j.biopsych.2022.09.025

N/A

0DataRank · unranked

24 citations

Jessica L. Wisnowski, Banu Ahtam, Wei Gao, Hao Huang, Mary Beth Nebel +68 more

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

Frontiers in Nutrition(2022)10.3389/fnut.2022.919769

N/A

0DataRank · unranked

13 citations

Tinu Mary Samuel, Ziliang Zhu, Brittany Howell, Seoyoon Cho, Kristine Baluyot +8 more

LESA: Longitudinal Elastic Shape Analysis of Brain Subcortical Structures

Journal of the American Statistical Association(2022)10.1080/01621459.2022.2102984

N/A

0DataRank · unranked

12 citations

Yuexuan Wu, Di Xiong, Joseph G. Ibrahim, Anuj Srivastava, Hongtu Zhu +1 more

Mapping the Genetic-Imaging-Clinical Pathway with Applications to Alzheimer’s Disease

Journal of the American Statistical Association(2022)10.1080/01621459.2022.2087658

N/A

0DataRank · unranked

15 citations

Linbo Wang, Dehan Kong, Hongtu Zhu, Dengdeng Yu

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

UNC Libraries(2022)10.17615/depg-p094

N/A

0DataRank · unranked

0 citations

Weili Lin, Seoyoon Cho, Norbert Sprenger, Di Wu, Jonas Hauser +8 more

Four-Dimensional Mapping of Dynamic Subcortical Development of Infant Brains

(2022)10.54985/peeref.2210p3454503

N/A

0DataRank · unranked

0 citations

Ya Wang, Zhengwang Wu, Yue Shan, Tengfei Li, Sheng‐Che Hung +5 more

The Interaction Effects of Age, APOE and Common Environmental Risk Factors on Human brain Structure

medRxiv(2022)10.1101/2022.10.30.22281690

N/A

0DataRank · unranked

0 citations

Tengfei Li, Bingxin Zhao, Hui Chen, Changzheng Yuan, Gwenn A. Gardern +3 more

Heart-brain connections: Phenotypic and genetic insights from magnetic resonance images

Science(2023)10.1126/science.abn6598

N/A

0DataRank · unranked

230 citations

Tengfei Li, Zirui Fan, Yue Yang, Juan Shu, Xiaochen Yang +14 more

Statistical Learning Methods for Neuroimaging Data Analysis with Applications

Annual Review of Biomedical Data Science(2023)10.1146/annurev-biodatasci-020722-100353

N/A

0DataRank · unranked

40 citations

Tengfei Li, Bingxin Zhao, Hongtu Zhu

Four-dimensional mapping of dynamic longitudinal brain subcortical development and early learning functions in infants

Nature Communications(2023)10.1038/s41467-023-38974-9

N/A

0DataRank · unranked

14 citations

Ya Wang, Zhengwang Wu, Yue Shan, Tengfei Li, Sheng‐Che Hung +6 more

Addressing multi‐site functional MRI heterogeneity through dual‐expert collaborative learning for brain disease identification

Human Brain Mapping(2023)10.1002/hbm.26343

N/A

0DataRank · unranked

18 citations

Guy G. Potter, Di Wu, Hongtu Zhu, Mingxia Liu, Yuqi Fang

The interaction effects of age, APOE and common environmental risk factors on human brain structure

Cerebral Cortex(2023)10.1093/cercor/bhad472

N/A

0DataRank · unranked

10 citations

Tengfei Li, Bingxin Zhao, Hui Chen, Changzheng Yuan, Gwenn A. Garden +3 more

The sequence kernel association test for multicategorical outcomes

Genetic Epidemiology(2023)10.1002/gepi.22527

N/A

0DataRank · unranked

2 citations

Haoyu Zhang, Thomas U. Ahearn, Montserrat García‐Closas, Nilanjan Chatterjee, Hongtu Zhu +3 more

Charting Aging Trajectories of Knee Cartilage Thickness for Early Osteoarthritis Risk Prediction: An MRI Study from the Osteoarthritis Initiative Cohort

medRxiv(2023)10.1101/2023.09.12.23295398

N/A

0DataRank · unranked

1 citations

Tianyou Luo, Boqi Chen, Chao Huang, Zhengyang Shen, Zhenlin Xu +6 more

Structural MRI Harmonization via Disentangled Latent Energy-Based Style Translation

Lecture notes in computer science(2023)10.1007/978-3-031-45673-2_1

N/A

0DataRank · unranked

1 citations

Lintao Zhang, Pew‐Thian Yap, Weili Lin, Hongtu Zhu, Mingxia Liu +1 more

Inferring Multi-Organ Genetic Causal Connections using Imaging and Clinical Data through Mendelian Randomization

medRxiv(2023)10.1101/2023.05.22.23290355

N/A

0DataRank · unranked

0 citations

Rong Qin Zheng, Julio A. Chirinos, Carlos Copana, Bingxuan Li, Zirui Fan +9 more

Interactions between Bifidobacterium and Bacteroides and human milk oligosaccharides and their associations with infant cognition

UNC Libraries(2023)10.17615/st65-cz86

N/A

0DataRank · unranked

0 citations

Hongtu Zhu, Tengfei Li, Heather C. Hazlett, Seoyoon Cho, Jed T. Elison +6 more

The Association of Cardiovascular and Neurological Comorbidities in Geriatric Patients Sustaining Ocular Trauma

Clinical ophthalmology(2023)10.2147/opth.s434804

N/A

0DataRank · unranked

0 citations

Hannah M. Miller, Elise Fernandez, Daniel de Marchi, Hongtu Zhu, David Fleischman +1 more

Source-free unsupervised domain adaptation: A survey

Neural Networks(2024)10.1016/j.neunet.2024.106230

N/A

0DataRank · unranked

142 citations

Pew‐Thian Yap, Weili Lin, Hongtu Zhu, Mingxia Liu, Yuqi Fang

Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI

IEEE Transactions on Biomedical Engineering(2024)10.1109/tbme.2024.3370415

N/A

0DataRank · unranked

26 citations

Wei Wang, Yuqi Fang, Pew‐Thian Yap, Hongtu Zhu, Hongjun Li +3 more

Self-supervised graph contrastive learning with diffusion augmentation for functional MRI analysis and brain disorder detection

Medical Image Analysis(2024)10.1016/j.media.2024.103403

N/A

0DataRank · unranked

19 citations

Yuqi Fang, Qianqian Wang, Pew‐Thian Yap, Hongtu Zhu, Mingxia Liu +1 more

Disentangled latent energy-based style translation: An image-level structural MRI harmonization framework

Neural Networks(2024)10.1016/j.neunet.2024.107039

N/A

0DataRank · unranked

9 citations

Lintao Zhang, Pew‐Thian Yap, Hongtu Zhu, Mingxia Liu, Mengqi Wu

Disease severity drives risk of venous thrombotic events in women with sickle cell disease in a single-center retrospective study

Research and Practice in Thrombosis and Haemostasis(2024)10.1016/j.rpth.2024.102471

N/A

0DataRank · unranked

3 citations

Christina M. Abrams, Anton Ilich, Shuai Huang, Hongtu Zhu, Jacquelyn Baskin‐Miller +2 more

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

The Annals of Applied Statistics(2024)10.1214/23-aoas1808

N/A

0DataRank · unranked

3 citations

Yang Yu, J. S. Marron, Hongtu Zhu, Ting Li

Merging or ensembling: integrative analysis in multiple neuroimaging studies

Biometrics(2024)10.1093/biomtc/ujae003

N/A

0DataRank · unranked

3 citations

Chao Huang, Yun Li, Hongtu Zhu, Yue Shan

A functional nonlinear mixed effects modeling framework for longitudinal functional responses

Electronic Journal of Statistics(2024)10.1214/24-ejs2226

N/A

0DataRank · unranked

1 citations

Xinchao Luo, Jinhan Xie, Lixing Zhu, Hongtu Zhu, Linglong Kong

Alzheimer’s Disease Knowledge Graph Enhances Knowledge Discovery and Disease Prediction

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.07.03.601339

N/A

0DataRank · unranked

4 citations

Kaixian Yu, Shan Gao, Sheng Yu, Di Xiong, Chuanyang Qin +5 more

Mapping rare protein-coding variants on multi-organ imaging traits

medRxiv(2024)10.1101/2024.11.16.24317443

N/A

0DataRank · unranked

1 citations

Jie Chen, Zirui Fan, Julio A. Chirinos, Jason L. Stein, Patrick F. Sullivan +18 more

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

UNC Libraries(2024)10.17615/9f11-ae33

N/A

0DataRank · unranked

0 citations

Fulton T. Crews, Sung‐Ho Lee, Donita L. Robinson, Margaret Broadwater, Yang Yu +2 more

Spectral fiber photometry derives hemoglobin concentration changes for accurate measurement of fluorescent sensor activity

UNC Libraries(2024)10.17615/sdqs-8706

N/A

0DataRank · unranked

0 citations

Yen‐Yu Ian Shih, Randy Nonneman, Jingheng Zhou, Sung-Ho Lee, Tzu-Hao Harry Chao +7 more

The Interaction Effects of Sex, Age, APOE and Common Health Risk Factors on Human Brain Functions

medRxiv(2024)10.1101/2024.08.05.24311482

N/A

0DataRank · unranked

0 citations

Jie Chen, Bingxin Zhao, Gwenn A. Garden, Kelly S. Giovanello, Guorong Wu +2 more

Altered neural flexibility in children with attention-deficit/hyperactivity disorder

UNC Libraries(2024)10.17615/n6sj-ew32

N/A

0DataRank · unranked

0 citations

Hongtu Zhu, Weiyan Yin, Ziliang Zhu, Jessica R. Cohen, Weili Lin +2 more

Longitudinal development of the cerebellum in human infants during the first 800 days

UNC Libraries(2024)10.17615/m24y-zw44

N/A

0DataRank · unranked

0 citations

Wenhua Huang, Liangjun Chen, Zhengwang Wu, Yue Sun, UNC UMN Baby Connectome Project Consortium +7 more

Masked convolutional neural network for supervised learning problems

UNC Libraries(2024)10.17615/ap2f-qq13

N/A

0DataRank · unranked

0 citations

Liu, Leo Yu-Feng, Hongtu Zhu, Liu, Yufeng

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

UNC Libraries(2024)10.17615/kyct-hq33

N/A

0DataRank · unranked

0 citations

Leo Yu-Feng Liu, Yufeng Liu, Alzheimer’s Disease Neuroimaging Initiative, Hongtu Zhu

Eye-brain connections revealed by multimodal retinal and brain imaging genetics

UNC Libraries(2024)10.17615/8n0c-rg31

N/A

0DataRank · unranked

0 citations

Bingxuan Li, Jason L. Stein, Zirui Fan, Yujue Li, Xiaochen Yang +13 more

R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation

arXiv (Cornell University)(2024)10.48550/arxiv.2410.18135

N/A

0DataRank · unranked

0 citations

Yueh Z. Lee, Genevieve A. Woodard, Hongtu Zhu, Chunfeng Lian, Mingxia Liu +1 more

Revealing Fine-grained Genetically Informed Cortical Parcellation Maps of Neonates Based on Multi-view Spectral Clustering

PubMed(2024)10.1109/embc53108.2024.10782296

N/A

0DataRank · unranked

0 citations

Zhengwang Wu, Ya Wang, Tengfei Li, Xifeng Wang, Hongtu Zhu +6 more

Early life phthalate exposure impacts gray matter and white matter volume in infants and young children

Environmental Research(2025)10.1016/j.envres.2025.121826

N/A

0DataRank · unranked

4 citations

Kun Lü, Chih‐Wei Liu, Jake E. Thistle, Julia E. Rager, Gang Li +10 more

Gut microbiota maturation and early behavioral and cognitive development

Scientific Reports(2025)10.1038/s41598-025-13530-1

N/A

0DataRank · unranked

4 citations

Yue Yang, Tinu Mary Samuel, Tengfei Li, Weiyan Yin, Brittany Howell +7 more

Interpretable machine learning integrates multi-source biomarkers for osteoarthritis diagnosis and mechanistic insights: A temporomandibular joint model

Osteoarthritis and Cartilage(2025)10.1016/j.joca.2025.08.002

N/A

0DataRank · unranked

4 citations

Lucía Cevidanes, Jonas Bianchi, James V. Sugai, Marcela Gurgel, Juan Prieto +10 more

Alzheimer's disease knowledge graph enhances knowledge discovery and disease prediction

Computers in Biology and Medicine(2025)10.1016/j.compbiomed.2025.110285

N/A

0DataRank · unranked

5 citations

Kaixian Yu, Shan Gao, Sheng Yu, Di Xiong, Chuanyang Qin +5 more

R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation

(2025)10.1109/isbi60581.2025.10980814

N/A

0DataRank · unranked

12 citations

Yueh Z. Lee, Genevieve A. Woodard, Hongtu Zhu, Chunfeng Lian, Mingxia Liu +1 more

Early life phthalate exposure impacts gray matter and white matter volume in infants and young children

medRxiv(2025)10.1101/2025.02.05.25321734

N/A

0DataRank · unranked

1 citations

Kun Lü, Chih‐Wei Liu, Jake E. Thistle, Julia E. Rager, Gang Li +10 more

HCDPD: A Heterogeneous Causal Framework for Disease Pattern Detection in Medical Imaging

medRxiv(2025)10.1101/2025.04.15.25325904

N/A

0DataRank · unranked

1 citations

Chengchun Shi, Rui Song, Marc Niethammer, Tengfei Li, Hongtu Zhu +1 more

Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputation

(2025)10.1145/3711896.3737116

N/A

0DataRank · unranked

1 citations

Ziqi Chen, Qiao Liu, Jinhan Xie, Hongtu Zhu, Zhaoyang Zhang

Residual-based Alternative Partial Least Squares for Generalized Functional Linear Models

Statistica Sinica(2025)10.5705/ss.202023.0418

N/A

0DataRank · unranked

0 citations

Xiao Wang, Joseph G. Ibrahim, Hongtu Zhu, Yue Wang

Merging or ensembling: integrative analysis in multiple neuroimaging studies

UNC Libraries(2025)10.17615/3n93-f335

N/A

0DataRank · unranked

0 citations

Yun Li, Hongtu Zhu, Chao Huang, Yue Shan

Geriatric ocular trauma and mortality: A retrospective cohort study

UNC Libraries(2025)10.17615/m5nm-5p95

Top 100%

0DataRank

Top 100%0 citations

Elizabeth Budi, Daniel de Marchi, David Fleischman, Elise Fernandez, Hongtu Zhu +2 more

FPLS-DC: functional partial least squares through distance covariance for imaging genetics

UNC Libraries(2025)10.17615/d489-yd39

N/A

0DataRank · unranked

0 citations

Yue Shan, Chuang Li, Tengfei Li, Wenliang Pan, Shuai Huang +2 more

Heart-brain connections: Phenotypic and genetic insights from magnetic resonance images

UNC Libraries(2025)10.17615/zcmz-4010

N/A

0DataRank · unranked

0 citations

Bingxuan Li, Chal E. Tomlinson, Yue Shan, Yun Li, Ziliang Zhu +14 more

Mapping rare protein-coding variants on multi-organ imaging traits

Nature Communications(2025)10.1038/s41467-025-67431-y

N/A

0DataRank · unranked

0 citations

Jie Chen, Zirui Fan, Julio A. Chirinos, Jason L. Stein, Patrick F. Sullivan +18 more

Four-dimensional mapping of dynamic longitudinal brain subcortical development and early learning functions in infants

UNC Libraries(2024)10.17615/49qd-cg30

N/A

0DataRank · unranked

0 citations

Tengfei Li, Gang Li, Weili Lin, Lei Xing, Liangjun Chen +6 more

Author Correction: Combined burden and functional impact tests for cancer driver discovery using DriverPower

Nature Communications(2022)10.1038/s41467-022-32343-8

N/A

0DataRank · unranked

0 citations

PCAWG Drivers and Functional Interpretation Working Group, Federico Abascal, Samirkumar B. Amin, Pratiti Bandopadhayay, Rameen Beroukhim +1242 more

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

Scientific Reports(2020)10.1038/s41598-020-64942-0

N/A

0DataRank · unranked

130 citations

Antônio Carlos de Oliveira Ruellas, João Roberto Gonçalves, Beatriz Paniagua, Juan Carlos Prieto, Martin Styner +13 more

Bayesian Case Influence Diagnostics for Survival Models

UNC Libraries(2020)10.17615/zs1p-kx39

N/A

0DataRank · unranked

12 citations

Joseph G. Ibrahim, Debajyoti Sinha, Hyunsoon Cho, Hongtu Zhu

Bayesian sparse heritability analysis with high-dimensional neuroimaging phenotypes

Biostatistics(2020)10.1093/biostatistics/kxaa035

N/A

0DataRank · unranked

8 citations

Tengfei Li, Hongtu Zhu, Yize Zhao

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

Biometrics(2020)10.1111/biom.13219

N/A

0DataRank · unranked

12 citations

Joseph G. Ibrahim, Hongtu Zhu, Yue Wang

The statistics and mathematics of high dimension low sample size asymptotics

UNC Libraries(2020)10.17615/zfsy-9102

N/A

0DataRank · unranked

12 citations

Hongtu Zhu, Haipeng Shen, Marron,, Dan Shen

Masked convolutional neural network for supervised learning problems

Stat(2020)10.1002/sta4.290

N/A

0DataRank · unranked

8 citations

Yufeng Liu, Hongtu Zhu, Leo Yu‐Feng Liu

Genome-Wide Association Analysis of Neonatal White Matter Microstructure

Cerebral Cortex(2020)10.1093/cercor/bhaa266

N/A

0DataRank · unranked

7 citations

Kai Xia, Mihye Ahn, Shaili C. Jha, Reid Blanchett, James J. Crowley +7 more

Temporal and Spatial Evolution of Brain Network Topology during the First Two Years of Life

UNC Libraries(2020)10.17615/vt6z-fm93

N/A

0DataRank · unranked

5 citations

Kelly S. Giovanello, Weili Lin, Dinggang Shen, Hongtu Zhu, John H. Gilmore +2 more

Structural and Maturational Covariance in Early Childhood Brain Development

UNC Libraries(2020)10.17615/xhc9-f044

N/A

0DataRank · unranked

9 citations

John H. Gilmore, Hongtu Zhu, Xiujuan Geng, Zhaohua Lu, Li Wang +3 more

Empirical likelihood for estimating equations with nonignorably missing data

UNC Libraries(2020)10.17615/t3gr-1a57

N/A

0DataRank · unranked

7 citations

Hongtu Zhu, Puying Zhao, Niansheng Tang

Local Influence for Generalized Linear Models with Missing Covariates

UNC Libraries(2020)10.17615/4s3z-5d16

N/A

0DataRank · unranked

4 citations

Hongtu Zhu, Xiaoyan Shi, Joseph G. Ibrahim

The Synchronization within and Interaction between the Default and Dorsal Attention Networks in Early Infancy

UNC Libraries(2020)10.17615/xk7h-k774

N/A

0DataRank · unranked

3 citations

Hongtu Zhu, John H. Gilmore, Weili Lin, Dinggang Shen, J. Keith Smith +1 more

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

Carolina Digital Repository (University of North Carolina at Chapel Hill)(2020)10.17615/ff4r-ag88

N/A

0DataRank · unranked

3 citations

Joseph G. Ibrahim, Yasheng Chen, C. Michael Hall, Weili Lin, Yimei Li +1 more

Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data

UNC Libraries(2020)10.17615/g73e-4q31

N/A

0DataRank · unranked

3 citations

John H. Gilmore, Martin Styner, Weili Lin, Dinggang Shen, Hongtu Zhu +1 more

Scalable network estimation withL0penalty

Statistical Analysis and Data Mining The ASA Data Science Journal(2020)10.1002/sam.11483

N/A

0DataRank · unranked

2 citations

Hongtu Zhu, Xiao Wang, Kim‐Anh Do, Junghi Kim

Extrinsic Local Regression on Manifold-Valued Data

UNC Libraries(2020)10.17615/pf8b-a075

N/A

0DataRank · unranked

1 citations

David B. Dunson, B.S. Thomas, Hongtu Zhu, Lizhen Lin

Surface functional models

Journal of Multivariate Analysis(2020)10.1016/j.jmva.2020.104664

N/A

0DataRank · unranked

1 citations

Jianhua Hu, Hongtu Zhu, Ziqi Chen

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

UNC Libraries(2020)10.17615/q5eb-bg53

N/A

0DataRank · unranked

1 citations

Yufeng Liu, Hongtu Zhu, Joseph G. Ibrahim, Qiang Sun

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

UNC Libraries(2020)10.17615/tbfj-5b56

N/A

0DataRank · unranked

1 citations

Zhaohua Lu, Hongtu Zhu, Andrew Sherwood, Sy‐Miin Chow

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

UNC Libraries(2020)10.17615/ndc0-2d19

N/A

0DataRank · unranked

1 citations

Martin Styner, John H. Gilmore, Ying Yuan, Jane-Ling Wang, Xiujuan Geng +2 more

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

UNC Libraries(2020)10.17615/ajtq-ax54

N/A

0DataRank · unranked

1 citations

Weili Lin, Li Wang, Mihye Ahn, Hongtu Zhu, Feng Shi +5 more

FADTTS: Functional analysis of diffusion tensor tract statistics

UNC Libraries(2020)10.17615/2cdy-xq61

N/A

0DataRank · unranked

1 citations

Runze Li, Weili Lin, Hongtu Zhu, John H. Gilmore, Guido Gerig +2 more

Single-index varying coefficient model for functional responses

UNC Libraries(2020)10.17615/28m5-rz70

N/A

0DataRank · unranked

1 citations

Xinchao Luo, Hongtu Zhu, Lixing Zhu

Longitudinal Development of Cortical and Subcortical Gray Matter from Birth to 2 Years

UNC Libraries(2020)10.17615/y002-k167

N/A

0DataRank · unranked

1 citations

Robert M. Hamer, Weili Lin, Sandra Woolson, John H. Gilmore, Sarah J. Short +5 more

Reinforced Angle-Based Multicategory Support Vector Machines

UNC Libraries(2020)10.17615/pvaa-fz41

N/A

0DataRank · unranked

1 citations

Chong Zhang, Junhui Wang, Hongtu Zhu, Yufeng Liu

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

UNC Libraries(2020)10.17615/m0s3-nm73

N/A

0DataRank · unranked

1 citations

John H. Gilmore, Weili Lin, Hongtu Zhu, Yasheng Chen, Diane Armao +2 more

Diseased Region Detection of Longitudinal Knee Magnetic Resonance Imaging Data

UNC Libraries(2020)10.17615/km9f-tm08

N/A

0DataRank · unranked

1 citations

H. Cecil Charles, Hongtu Zhu, Marc Niethammer, W. Wirth, Chao Huang +1 more

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

UNC Libraries(2020)10.17615/a109-y652

N/A

0DataRank · unranked

1 citations

Chao Huang, Hongtu Zhu, Martin Styner

Hongtu Zhu

Indexed papers

Top data-sharing exemplar

Papers