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H

Hongtu Zhu

university system of georgia

79H-index
647Paper Count
2.9WCitation Count
Published Papers 145
Publication Date
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Large language models for bioinformatics
errQuantitative Biology
IF1.4
err2026-03-01
err3
PREAI
errRuan, Wei; Lyu, Yanjun; Zhang, Jing; Cai, Jiazhang; Shu, Peng; Ge, Yang; Lu, Yao; Gao, Shang; Wang, Yue; Wang, Peilong; Zhao, Lin; Wang, Tao; Liu, Yufang; Fang, Luyang; Liu, Ziyu; Liu, Zhengliang; Li, Yiwei; Wu, Zihao; Chen, Junhao; Jiang, Hanqi; Pan, Yi; Yang, Zhenyuan; Chen, Jingyuan; Liang, Shizhe; Zhang, Wei; Ma, Terry; Dou, Yuan; Zhang, Jianli; Gong, Xinyu; Gan, Qi; Zou, Yusong; Chen, Zebang; Qian, Yuanxin; Yu, Shuo; Lu, Jin; Song, Kenan; Wang, Xianqiao; Sikora, Andrea; Li, Gang; Li, Xiang; Li, Quanzheng; Wang, Yingfeng; Zhang, Lu; Abate, Yohannes; He, Lifang; Zhong, Wenxuan; Liu, Rongjie; Huang, Chao; Liu, Wei; Shen, Ye; Ma, Ping; Zhu, Hongtu; Yan, Yajun; Zhu, Dajiang; Liu, Tianming
errShare
errSave
Computation and resource efficient genome-wide association analysis for large-scale imaging studies
errNature Communications
IF15.7
err2026-02-28
err0
errOAAI
errZhiwen Jiang; Jason Stein; Tengfei Li; Ethan Fang; Yun Li; Patrick Sullivan; Hongtu Zhu
errShare
errSave
Author Correction: UKB-MDRMF: a multi-disease risk and multimorbidity framework based on UK biobank data
errNature Communications
IF15.7
err2026-01-28
err0
errOAAI
errYukang Jiang; Bingxin Zhao; Xiaopu Wang; Borui Tang; Huiyang Peng; Zidan Luo; Yue Shen; Zheng Wang; Zhiwen Jiang; Jie Wang; Jieping Ye; Xueqin Wang; Hongtu Zhu
errShare
errSave
Mapping rare protein-coding variants on multi-organ imaging traits
errNature Communications
IF15.7
err2025-12-23
err0
errOAAI
errYijun Fan; Jie Chen; Zirui Fan; Julio Chirinos; Jason L. Stein; Patrick F. Sullivan; Rujin Wang; Ajay Nadig; David Y. Zhang; Shuai Huang; Zhiwen Jiang; Peter Yi Guan; Xinjie Qian; Ting Li; Haoyue Li; Zehui Sun; Marylyn D. Ritchie; Joan M. O’Brien; Walter Witschey; Daniel J. Rader; Tengfei Li; Hongtu Zhu; Bingxin Zhao
errShare
errSave
Federated double machine learning for high-dimensional semiparametric models
errBIOMETRICS
IF1.7
err2025-12-01
err0
PREAI
errKang, Kai; Wu, Zhihao; Qian, Xinjie; Song, Xinyuan; Zhu, Hongtu
errShare
errSave
Inferring multi-organ genetic connections using imaging and clinical data through Mendelian randomization
errNature Biomedical Engineering
IF26.6
err2025-11-19
err0
PREAI
errJuan Shu; Rong Zheng; Julio Chirinos; Carlos Copana; Bingxuan Li; Zirui Fan; Xiaochen Yang; Yilin Yang; Xiyao Wang; Yujue Li; Bowei Xi; Tengfei Li; Hongtu Zhu; Bingxin Zhao
errShare
errSave
Testing and Support Recovery in Population-Based Image Data
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2025-11-01
err0
PREAI
errQu, Lianqiang; Huang, Jian; Sun, Liuquan; Zhu, Hongtu
errShare
errSave
RL-I2IT: Image-to-image translation with deep reinforcement learning
errNeural Networks
IF6.3
err2025-10-29
err0
PREAI
errJing Hu; Ziwei Luo; Chengming Feng; Shu Hu; Bin Zhu; Xi Wu; Xin Li; Hongtu Zhu; Siwei Lyu; Xin Wang
errShare
errSave
Interpretable Machine Learning Integrates Multi-Source Biomarkers for Osteoarthritis Diagnosis and Mechanistic Insights: A Temporomandibular Joint Model
errOsteoarthritis and Cartilage
IF9
err2025-08-14
err0
PREAI
errNajla Al Turkestani; Lucia Cevidanes; Jonas Bianchi; James Sugai; Marcela Gurgel; Juan Prieto; Elizabeth Hatfield; Kristine Philips; Erika Benavides; Fabiana Soki; Yuji Mishina; Margherita Fontana; Arvind Rao; Hongtu Zhu; Tengfei Li
errShare
errSave
Self-supervised graph contrastive learning with diffusion augmentation for functional MRI analysis and brain disorder detection
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-04-01
err0
PREAI
errWang, Xiaochuan; Fang, Yuqi; Wang, Qianqian; Yap, Pew-Thian; Zhu, Hongtu; Liu, Mingxia
errShare
errSave
Disentangled latent energy-based style translation: An image-level structural MRI harmonization framework
errNEURAL NETWORKS
IF6.3
err2025-04-01
err0
errOAAI
errWu, Mengqi; Zhang, Lintao; Yap, Pew-Thian; Zhu, Hongtu; Liu, Mingxia
errShare
errSave
Urinary metabolite concentrations of phthalate and plasticizers in infancy and childhood in the UNC baby connectome project
errENVIRONMENTAL RESEARCH
IF7.7
err2024-10-01
err0
PREAI
errThistle, Jake E.; Liu, Chih-Wei; Rager, Julia E.; Singer, Alison B.; Chen, Dazhe; Manley, Cherrel K.; Piven, Joseph; Gilmore, John H.; Keil, Alexander P.; Starling, Anne P.; Zhu, Hongtu; Lin, Weili; Lu, Kun; Engel, Stephanie M.
errShare
errSave
Advancing microbial production through artificial intelligence-aided biology
errBIOTECHNOLOGY ADVANCES
IF12.5
err2024-09-01
err2
PREAI
errGong, Xinyu; Zhang, Jianli; Gan, Qi; Teng, Yuxi; Hou, Jixin; Lyu, Yanjun; Liu, Zhengliang; Wu, Zihao; Dai, Runpeng; Zou, Yusong; Wang, Xianqiao; Zhu, Dajiang; Zhu, Hongtu; Liu, Tianming; Yan, Yajun
errShare
errSave
Eye-brain connections revealed by multimodal retinal and brain imaging genetics
errNATURE COMMUNICATIONS
IF15.7
err2024-07-18
err5
errOAAI
errZhao, Bingxin; Li, Yujue; Fan, Zirui; Wu, Zhenyi; Shu, Juan; Yang, Xiaochen; Yang, Yilin; Wang, Xifeng; Li, Bingxuan; Wang, Xiyao; Copana, Carlos; Yang, Yue; Lin, Jinjie; Li, Yun; Stein, Jason L.; O'Brien, Joan M.; Li, Tengfei; Zhu, Hongtu
errShare
errSave
Source-free unsupervised domain adaptation: A survey
errNEURAL NETWORKS
IF6.3
err2024-06-01
err30
errOAAI
errFang, Yuqi; Yap, Pew-Thian; Lin, Weili; Zhu, Hongtu; Liu, Mingxia
errShare
errSave
ON BLOCKWISE AND REFERENCE PANEL-BASED ESTIMATORS FOR GENETIC DATA PREDICTION IN HIGH DIMENSIONS
errANNALS OF STATISTICS
IF3.7
err2024-06-01
err0
errOAAI
errZhao, Bingxin; Zheng, Shurong; Zhu, Hongtu
errShare
errSave
Estimating Trans-Ancestry Genetic Correlation with Unbalanced Data Resources
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2024-05-21
err0
errOAAI
errZhao, Bingxin; Yang, Xiaochen; Zhu, Hongtu
errShare
errSave
Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2024-03-11
err0
errOAAI
errLi, Ting; Shi, Chengchun; Lu, Zhaohua; Li, Yi; Zhu, Hongtu
errShare
errSave
A comprehensive patient- specific prediction model for temporomandibular joint osteoarthritis progression
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2024-02-12
err2
PREAI
errAl Turkestani, Najla; Li, Tengfei; Bianchi, Jonas; Gurgel, Marcela; Prieto, Juan; Shah, Hina; Benavides, Erika; Soki, Fabiana; Mishina, Yuji; Fontana, Margherita; Rao, Arvind; Zhu, Hongtu; Cevidanes, Lucia
errShare
errSave
Policy evaluation for temporal and/or spatial dependent experiments
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2024-01-05
err0
errOAAI
errLuo, Shikai; Yang, Ying; Shi, Chengchun; Yao, Fang; Ye, Jieping; Zhu, Hongtu
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
Gad Getz
H-index: 248 · Papers: 1.8K
P
Paul M. Thompson
H-index: 222 · Papers: 4.3K
D
David A. Bennett
H-index: 197 · Papers: 2.2K
S
Stephen M. Smith
H-index: 163 · Papers: 900
P
Patrick F. Sullivan
H-index: 160 · Papers: 1.1K
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