张瀚｜南开大学｜学者主页

百晓学者学者目录

精选作品

期刊论文

2026

CEACAM4促进胶质母细胞瘤恶性进展并调控髓系细胞介导的免疫抑制微环境

江俊伟，郑文静，王艺晴，张瀚，赵自豪，张玲玲，吕浩晗，赵钢，王涛

《细胞与分子免疫学杂志》

2026

STFO-Diff: A State Feedback Optimization-Based Diffusion Framework for Multimodal Medical Image Fusion

Yu Cheng, Han Zhang, Yufang Dong, Mingjing Han, Xiongwen Quan

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

基于深度学习的颅内出血穿刺手术定位导航研究

张瀚

《上海应用技术大学》

2023

生物信息学分析神经元钙蛋白1(CALN1)在胶质瘤中表达的临床意义及其与免疫细胞浸润的相关性

张瀚，张津豪，王涛

《细胞与分子免疫学杂志》

2022

MAXIM: Multi-Axis MLP for Image Processing

Zhengzhong Tu, H. Talebi, Han Zhang, Feng Yang, P. Milanfar, A. Bovik, Yin-Xiao Li

Computer Vision and Pattern Recognition

DOI

2022

Attention‐based Deep Learning for the Preoperative Differentiation of Axillary Lymph Node Metastasis in Breast Cancer on DCE‐MRI

Jing Gao, Xin Zhong, Wen-Juan Li, Qin Li, Huafei Shao, Zhong-Yi Wang, Yi Dai, Heng Ma, Ying-Hong Shi, Han Zhang, S. Duan, Kun Zhang, Ping Yang, Feng Zhao, Hai-Cheng Zhang, Haizhu Xie, N. Mao

Journal of Magnetic Resonance Imaging

DOI

2022

Examining the effect of synthetic data augmentation in polyp detection and segmentation

P. E. Adjei, Z. M. Lonseko, W. Du, Han Zhang, N. Rao

International Journal of Computer Assisted Radiology and Surgery

DOI

2022

Identifying Hub Genes and Immune Cell Infiltration for the Progression of Carotid Atherosclerotic Plaques in the Context of Predictive and Preventive Using Integrative Bioinformatics Approaches and Machine-Learning Strategies

Han Zhang, Yinde Huang, Xin Li, Wenbin Chen, Y. Lun, Jian Zhang

Journal of Immunological Research

DOI

2021

Cross-Modal Contrastive Learning for Text-to-Image Generation

Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang

Computer Vision and Pattern Recognition

DOI

2021

Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction

Wonkwang Lee, Whie Jung, Han Zhang, Ting Chen, Jing Yu Koh, Thomas E. Huang, Hyungsuk Yoon, Honglak Lee, Seunghoon Hong

International Conference on Learning Representations

2021

Vector-quantized Image Modeling with Improved VQGAN

Jia-Hui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruo-Ming Pang, James Qin, Alexander Ku, Yuan-Zhong Xu, Jason Baldridge, Yong-Hui Wu

International Conference on Learning Representations

2021

Identification of Gene Modules and Key Genes Associated with Atrial Fibrillation Based on Gene Co-expression Network Analysis

Felix K. Biwott, C. Luo, X. Lv, Han Zhang, N. Rao

International Conferences on Biomedical and Bioinformatics Engineering

DOI

2021

Diagnostic Value of Radiomics Analysis in Contrast-Enhanced Spectral Mammography for Identifying Triple-Negative Breast Cancer

Yong-Xia Zhang, Feng-Jie Liu, Han Zhang, Heng Ma, Jian Sun, Ran Zhang, Lei Song, Hao Shi

Frontiers in Oncology

DOI

2020

GDASC: a GPU parallel-based web server for detecting hidden batch factors

Xiao Wang, Haidong Yi, Jia Wang, Zhandong Liu, Yanbin Yin, Han Zhang

Bioinformatics

DOI

2019

Approximation Capabilities of Neural ODEs and Invertible Residual Networks

Han Zhang, Xi Gao, Jacob Unterman, Tom Arodz

International Conference on Machine Learning

2019

Approximation Capabilities of Neural Ordinary Differential Equations

Han Zhang, Xi Gao, Jacob Unterman, Tom Arodz

arXiv.org

2019

Small-GAN: Speeding Up GAN Training Using Core-sets

Samarth Sinha, Han Zhang, Anirudh Goyal, Yoshua Bengio, H. Larochelle, A. Odena

International Conference on Machine Learning

2019

Consistency Regularization for Generative Adversarial Networks

Han Zhang, Zizhao Zhang, A. Odena, Honglak Lee

International Conference on Learning Representations

2019

IEG: Robust Neural Network Training to Tackle Severe Label Noise

Zizhao Zhang, Han Zhang, Sercan Ö. Arik, Honglak Lee, Tomas Pfister

arXiv.org

2019

Antimicrobial peptide identification using multi-scale convolutional network

Xin Su, Jing Xu, Yan-Bin Yin, Xiong-Wen Quan, Han Zhang

BMC Bioinformatics

DOI

2019

BioSeq-Analysis2.0: an updated platform for analyzing DNA, RNA and protein sequences at sequence level and residue level based on machine learning approaches

Bin Liu, Xin Gao, Han Zhang

Nucleic Acids Research

DOI

2019

A toolbox for brain network construction and classification (BrainNetClass)

Zhen Zhou, Xiaobo Chen, Yu Zhang, Dan Hu, Lishan Qiao, Renping Yu, P. Yap, Gang Pan, Han Zhang, D. Shen

Human Brain Mapping

DOI

2018

A disease-related gene mining method based on weakly supervised learning model

Han Zhang, Xueting Huo, Xia Guo, Xin Su, Xiong-Wen Quan, Chengcai Jin

BMC Bioinformatics

DOI

2018

Automatic Accurate Infant Cerebellar Tissue Segmentation with Densely Connected Convolutional Network

Jiawei Chen, Han Zhang, Dong Nie, Li Wang, Gang Li, Wei-Li Lin, D. Shen

MLMI@MICCAI

DOI

2018

Strength and Similarity Guided Group-level Brain Functional Network Construction for MCI Diagnosis

Yu Zhang, Han Zhang, Xiaobo Chen, Mingxia Liu, Xiaofeng Zhu, Seong-Whan Lee, D. Shen

Pattern Recognition

DOI

2018

Malignant Brain Tumor Classification Using the Random Forest Method

Li-Chi Zhang, Han Zhang, I. Rekik, Yao-Zong Gao, Qian Wang, D. Shen

International Workshop on Structural and Syntactic Pattern Recognition

DOI

2018

Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis

Weizheng Yan, Han Zhang, J. Sui, D. Shen

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2018

A Novel Deep Learning Framework on Brain Functional Networks for Early MCI Diagnosis

Tae-Eui Kam, Han Zhang, D. Shen

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2018

Ensemble Consensus-Guided Unsupervised Feature Selection to Identify Huntington’s Disease-Associated Genes

Xia Guo, Xue Jiang, Jing Xu, Xiong-Wen Quan, Min Wu, Han Zhang

Genes

DOI

2018

A Unified Mammogram Analysis Method via Hybrid Deep Supervision

Rongzhao Zhang, Han Zhang, Albert C. S. Chung

RAMBO+BIA+TIA@MICCAI

DOI

2018

Volume-Based Analysis of 6-Month-Old Infant Brain MRI for Autism Biomarker Identification and Early Diagnosis

Li Wang, Gang Li, Feng Shi, Xiaohuan Cao, Chunfeng Lian, Dong Nie, Mingxia Liu, Han Zhang, Guan-Nan Li, Zheng-Wang Wu, Wei-Li Lin, D. Shen

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2018

University of Dundee Diagnosis of Autism Spectrum Disorders Using Multi-level High-order Functional Networks Derived from Resting-State Functional MRI

Feng Zhao, Han Zhang, I. Rekik, Zhi-Yong An, D. Shen

2018

Building Childhood Asthma Prediction Model with Artificial Neural Network and BRFSS Database

Xiaoyu Ma, Han Zhang, Yuhong Zhao

DOI

2017

Identify Huntington’s disease associated genes based on restricted Boltzmann machine with RNA-seq data

Xue Jiang, Han Zhang, F. Duan, Xiong-Wen Quan

BMC Bioinformatics

DOI

2017

SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation

Yuan Xue, Tao Xu, Han Zhang, L. R. Long, Xiaolei Huang

Neuroinformatics

DOI

2017

Mining Associations Between Genes and Clinical Conditions of Breast Cancer by Using Gene Expression Data

Yuefang Hou, H. Zhang, Han Zhang, Lei Cui

Medinfo

DOI

2017

Hybrid High-order Functional Connectivity Networks Using Resting-state Functional MRI for Mild Cognitive Impairment Diagnosis

Yu Zhang, Han Zhang, Xiaobo Chen, Seong-Whan Lee, D. Shen

Scientific Reports

DOI

2017

Disease-related gene module detection based on a multi-label propagation clustering algorithm

Xue Jiang, Han Zhang, Xiong-Wen Quan, Zhan-Dong Liu, Yan-Bin Yin

PLoS ONE

DOI

2017

Multi-Task Diagnosis for Autism Spectrum Disorders Using Multi-Modality Features: A Multi-Center Study

Jun Wang, Qian Wang, Jialin Peng, Dong Nie, Feng Zhao, Minjeong Kim, Han Zhang, Chong-Yaw Wee, Shitong Wang, D. Shen

Human Brain Mapping

DOI

2017

The Correlation-Base-Selection Algorithm for Diagnostic Schizophrenia Based on Blood-Based Gene Expression Signatures

Han Zhang, Zi-Yang Xie, Yuwen Yang, Yi-Zheng Zhao, Bao Zhang, Jing Fang

BioMed Research International

DOI

2017

Learning Pairwise-Similarity Guided Sparse Functional Connectivity Network for MCI Classification

Xiaobo Chen, Han Zhang, Yu Zhang, Jian Yang, D. Shen

Asian Conference on Pattern Recognition

DOI

2016

SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition

Han Zhang, Tao Xu, Mohamed Elhoseiny, Xiaolei Huang, Shaoting Zhang, A. Elgammal, Dimitris N. Metaxas

Computer Vision and Pattern Recognition

DOI

2016

Multi-feature based Benchmark for Cervical Dysplasia Classification Evaluation

Tao Xu, Han Zhang, Cheng Xin, Edward Kim, L. R. Long, Z. Xue, Sameer Kiran Antani, Xiaolei Huang

Pattern Recognition

DOI

2016

PreSurgMapp: a MATLAB Toolbox for Presurgical Mapping of Eloquent Functional Areas Based on Task-Related and Resting-State Functional MRI

Huiyuan Huang, Zhongxiang Ding, Dewang Mao, JianHua Yuan, Fangmei Zhu, Shuda Chen, Yan Xu, Lin Lou, Xiaoyan Feng, L. Qi, W. Qiu, Han Zhang, Y. Zang

Neuroinformatics

DOI

2016

Multimodal Deep Learning for Cervical Dysplasia Diagnosis

Tao Xu, Han Zhang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2016

Differentially Coexpressed Disease Gene Identification Based on Gene Coexpression Network

Xue Jiang, Han Zhang, Xiong-Wen Quan

BioMed Research International

DOI

2013

Clustering cliques for graph-based summarization of the biomedical research literature

Han Zhang, Marcelo Fiszman, Dongwook Shin, Bartlomiej Wilkowski, T. Rindflesch

BMC Bioinformatics

DOI

2013

Computational analyses of transcriptomic data reveal the dynamic organization of the Escherichia coli chromosome under different conditions

Qin Ma, Yanbin Yin, Mark A. Schell, Han Zhang, Guojun Li, Ying Xu

Nucleic Acids Research

DOI

2012

The percentage of bacterial genes on leading versus lagging strands is influenced by multiple balancing forces

Xizeng Mao, Han Zhang, Yanbin Yin, Ying Xu

Nucleic Acids Research

DOI

2012

Genomic Arrangement of Regulons in Bacterial Genomes

Han Zhang, Yanbin Yin, Victor N. Olman, Ying Xu

PLoS ONE

DOI

2011

Degree centrality for semantic abstraction summarization of therapeutic studies

Han Zhang, Marcelo Fiszman, Dongwook Shin, Christopher M. Miller, Graciela Rosemblat, T. Rindflesch

Journal of Biomedical Informatics

DOI

会议论文

2023

A Novel Classification Method for Antimicrobial Peptides Based on ProteinBERT

Jingwen Lu, Han Zhang, Chen Jin, Xiongwen Quan

《第42届中国控制会议论文集（15）》

DOI

预印本

2026

Trustworthy Longitudinal Brain MRI Completion: A Deformation-Based Approach with KAN-Enhanced Diffusion Model

Tianli Tao, Ziyang Wang, Delong Yang, Han Zhang, Le Zhang

arXiv preprint

2026

Robust probabilistic measurement of structural-functional module consistency in infant brain development

Lingbin Bian, Feihong Liu, Qian Wang, Han Zhang, Dinggang Shen, the UNC/UMN Baby Connectome Project Consortium

arXiv preprint

DOI

2026

GRAIN: Bridging Name and Narrative Shifts in Real-World Graph Reasoning through Invariance-Rewarded Agentic RL

Zike Yuan, Han Zhang, Jianzhi Yan, Le Liu, Cai Ke, Huozhi Zhou, Jian Xie, Jiran Yin, Yukun Cao, Yue Yu, Hui Wang, Ming Liu, Bing Qin

arXiv preprint

2026

A multi-agent system for spine MRI report generation from multi-sequence imaging

Zhiping Xiao, Junwei Yang, Gongbo Sun, Han Zhang, Hanwen Xu, Yi Yao, Zachary D. Miller, William E. King, Mohammed M. Kanani, Jalal B. Andre, Sammy Chu, Ming Zhang, Paul E. Kinahan, Nathan M. Cross, Sheng Wang

arXiv preprint

2026

PRISM: Iterative Cross-Modal Posterior Refinement for Dynamic Text-Attributed Graphs

Trimble Chang, Yihang Liu, Mingjing Han, Han Zhang

arXiv preprint

2026

Lingshu-Cell: A generative cellular world model for transcriptome modeling toward virtual cells

Han Zhang, Guo-Hua Yuan, Chaohao Yuan, Tingyang Xu, Tian Bian, Hong Cheng, Wenbing Huang, Deli Zhao, Yu Rong

arXiv preprint

2026

Patient-Specific Articulated Digital Twins from a Single Full-Body CT Scan

Han Zhang, Boyang Zhao, Mathias Unberath

arXiv preprint

2026

Humanoid Robots as First Assistants in Endoscopic Surgery

Sue Min Cho, Jan Emily Mangulabnan, Han Zhang, Zhekai Mao, Yufan He, Pengfei Guo, Daguang Xu, Gregory Hager, Masaru Ishii, Mathias Unberath

arXiv preprint

2026

Foundation Model Guided Dual-Branch Co-Adaptation for Source-Free EEG Decoding

Peiliang Gong, Han Zhang, Zhen Jiang, Chenyu Liu, Ziyu Jia, Xinliang Zhou, Daoqiang Zhang, Xiaoli Li

arXiv preprint

2025

A Comprehensive Review of Protein Language Models

Lei Wang, Xudong Li, Han Zhang, Jinyi Wang, Dingkang Jiang, Zhidong Xue, Yan Wang

arXiv preprint

2025

DiffKAN-Inpainting: KAN-based Diffusion model for brain tumor inpainting

Tianli Tao, Ziyang Wang, Han Zhang, Theodoros N. Arvanitis, Le Zhang

arXiv preprint

2025

S$^2$M-Former: Spiking Symmetric Mixing Branchformer for Brain Auditory Attention Detection

Jiaqi Wang, Zhengyu Ma, Xiongri Shen, Chenlin Zhou, Leilei Zhao, Han Zhang, Yi Zhong, Siqi Cai, Zhenxi Song, Zhiguo Zhang

arXiv preprint

2025

BEAM: Brainwave Empathy Assessment Model for Early Childhood

Chen Xie, Gaofeng Wu, Kaidong Wang, Zihao Zhu, Xiaoshu Luo, Yan Liang, Feiyu Quan, Ruoxi Wu, Xianghui Huang, Han Zhang

arXiv preprint

2025

Temporal-adaptive Weight Quantization for Spiking Neural Networks

Han Zhang, Qingyan Meng, Jiaqi Wang, Baiyu Chen, Zhengyu Ma, Xiaopeng Fan

arXiv preprint

2025

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model

Han Zhang, Xiangde Luo, Yong Chen, Kang Li

arXiv preprint

2025

TwinOR: Photorealistic Digital Twins of Dynamic Operating Rooms for Embodied AI Research

Han Zhang, Yiqing Shen, Roger D. Soberanis-Mukul, Ankita Ghosh, Hao Ding, Lalithkumar Seenivasan, Jose L. Porras, Zhekai Mao, Chenjia Li, Wenjie Xiao, Lonny Yarmus, Angela Christine Argento, Masaru Ishii, Mathias Unberath

arXiv preprint

DOI

2025

Coupled Reconstruction of 2D Blood Flow and Vessel Geometry from Noisy Images via Physics-Informed Neural Networks and Quasi-Conformal Mapping

Han Zhang, Xue-Cheng Tai, Jean-Michel Morel, Raymond H. Chan

arXiv preprint

2025

Egosurg: Arbitrary view synthesis for egocentric replay of operating room workflows from ambient cameras

Han Zhang, Lalithkumar Seenivasan, Jose L. Porras, Roger D. Soberanis-Mukul, Hao Ding, Hongchao Shu, Benjamin D. Killeen, Ankita Ghosh, Lonny Yarmus, Jeffrey K. Jopling, Masaru Ishii, Angela C. Argento, Mathias Unberath

arXiv preprint

2025

Quantum-Enhanced Multi-Task Learning with Learnable Weighting for Pharmacokinetic and Toxicity Prediction

Han Zhang, Fengji Ma, Jiamin Su, Xinyue Yang, Lei Wang, Wen-Cai Ye, Li Liu

arXiv preprint

2025

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis

Haozhe Xiang, Han Zhang, Yu Cheng, Xiongwen Quan, Wanwan Huang

arXiv preprint

2024

Memory-based Cross-modal Semantic Alignment Network for Radiology Report Generation

Yitian Tao, Liyan Ma, Jing Yu, Han Zhang

arXiv preprint

2024

Revolutionizing Disease Diagnosis with simultaneous functional PET/MR and Deeply Integrated Brain Metabolic, Hemodynamic, and Perfusion Networks

Luoyu Wang, Yitian Tao, Qing Yang, Yan Liang, Siwei Liu, Hongcheng Shi, Dinggang Shen, Han Zhang

arXiv preprint

2024

Evaluating the evolution and inter-individual variability of infant functional module development from 0 to 5 years old

Lingbin Bian, Nizhuan Wang, Yuanning Li, Adeel Razi, Qian Wang, Han Zhang, Dinggang Shen, the UNC/UMN Baby Connectome Project Consortium

arXiv preprint

2024

LoCI-DiffCom: Longitudinal Consistency-Informed Diffusion Model for 3D Infant Brain Image Completion

Zihao Zhu, Tianli Tao, Yitian Tao, Haowen Deng, Xinyi Cai, Gaofeng Wu, Kaidong Wang, Haifeng Tang, Lixuan Zhu, Zhuoyang Gu, Jiawei Huang, Dinggang Shen, Han Zhang

arXiv preprint

2024

FluoroSAM: A Language-promptable Foundation Model for Flexible X-ray Image Segmentation

Benjamin D. Killeen, Liam J. Wang, Blanca Inigo, Han Zhang, Mehran Armand, Russell H. Taylor, Greg Osgood, Mathias Unberath

arXiv preprint

2024

SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition

Liutao Yu, Liwei Huang, Chenlin Zhou, Han Zhang, Zhengyu Ma, Huihui Zhou, Yonghong Tian

arXiv preprint

2024

QKFormer: Hierarchical Spiking Transformer using Q-K Attention

Chenlin Zhou, Han Zhang, Zhaokun Zhou, Liutao Yu, Liwei Huang, Xiaopeng Fan, Li Yuan, Zhengyu Ma, Huihui Zhou, Yonghong Tian

arXiv preprint

2024

StraightTrack: Towards Mixed Reality Navigation System for Percutaneous K-wire Insertion

Han Zhang, Benjamin D. Killeen, Yu-Chun Ku, Lalithkumar Seenivasan, Yuxuan Zhao, Mingxu Liu, Yue Yang, Suxi Gu, Alejandro Martin-Gomez, Russell H. Taylor, Greg Osgood, Mathias Unberath

arXiv preprint

DOI

2024

Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods

Chenlin Zhou, Han Zhang, Liutao Yu, Yumin Ye, Zhaokun Zhou, Liwei Huang, Zhengyu Ma, Xiaopeng Fan, Huihui Zhou, Yonghong Tian

arXiv preprint

2023

Deep learning reveals the common spectrum underlying multiple brain disorders in youth and elders from brain functional networks

Mianxin Liu, Jingyang Zhang, Yao Wang, Yan Zhou, Fang Xie, Qihao Guo, Feng Shi, Han Zhang, Qian Wang, Dinggang Shen

arXiv preprint

2023

Mining fMRI Dynamics with Parcellation Prior for Brain Disease Diagnosis

Xiaozhao Liu, Mianxin Liu, Lang Mei, Yuyao Zhang, Feng Shi, Han Zhang, Dinggang Shen

arXiv preprint

2023

Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation

Chenlin Zhou, Han Zhang, Zhaokun Zhou, Liutao Yu, Zhengyu Ma, Huihui Zhou, Xiaopeng Fan, Yonghong Tian

arXiv preprint

2023

A Meshless Solver for Blood Flow Simulations in Elastic Vessels Using Physics-Informed Neural Network

Han Zhang, Raymond Chan, Xue-Cheng Tai

arXiv preprint

2023

Pelphix: Surgical Phase Recognition from X-ray Images in Percutaneous Pelvic Fixation

Benjamin D. Killeen, Han Zhang, Jan Mangulabnan, Mehran Armand, Russel H. Taylor, Greg Osgood, Mathias Unberath

arXiv preprint

2020

Co-evolution of Functional Brain Network at Multiple Scales during Early Infancy

Xuyun Wen, Liming Hsu, Weili Lin, Han Zhang, Dinggang Shen

arXiv preprint

数据集

2021

Additional file 1 of A representation learning model based on variational inference and graph autoencoder for predicting lncRNA-disease associations

Zhuangwei Shi, Han Zhang, Chen Jin, Xiongwen Quan, Yanbin Yin

Figshare

DOI

研究方向

机器学习与数据挖掘深度学习及优化方法图学习生物信息大数据医学影像处理

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