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Shu Zhang 0001
Person information

- unicode name: 张树
- affiliation: Deepwise Healthcare, AI Lab, Beijing, China
- affiliation: Northwestern Polytechnical University, School of Computer Science, Xian, China
- affiliation (PhD 2018): University of Georgia, Cortical Architecture Imaging and Discovery Lab, USA
Other persons with the same name
- Shu Zhang — disambiguation page
- Shu Zhang 0002
— Ocean University of China, Qingdao, China
- Shu Zhang 0003
— Chongqing University, School of Economics and Business Adminstration, China (and 1 more)
- Shu Zhang 0004 — Fujitsu Research & Development Center, Beijing, China
- Shu Zhang 0005 — Shandong University, Qingdao, China
- Shu Zhang 0006
— Northwestern Polytechnical University, School of Computer Science, Xi'an, China (and 1 more)
- Shu Zhang 0007 — Salesforce Research, Inc. (and 1 more)
- Shu Zhang 0008
— Tongji University, Shanghai, China
- Shu Zhang 0009 — Nanjing University, Nanjing, China
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2020 – today
- 2023
- [j24]Yudan Ren, Huan Liu, Shu Zhang, Jinglei Lv
:
Editorial: Computational modeling methods for naturalistic neuroimaging data. Frontiers Comput. Neurosci. 17 (2023) - [j23]Shu Zhang, Zihao Li, Hong-Yu Zhou
, Jiechao Ma, Yizhou Yu:
Advancing 3D medical image analysis with variable dimension transform based supervised 3D pre-training. Neurocomputing 529: 11-22 (2023) - 2022
- [j22]Ning Qiang, Qinglin Dong, Hongtao Liang, Jin Li, Shu Zhang, Cheng Zhang, Bao Ge, Yifei Sun, Jie Gao, Tianming Liu, Huiji Yue, Shijie Zhao:
Learning brain representation using recurrent Wasserstein generative adversarial net. Comput. Methods Programs Biomed. 223: 106979 (2022) - [j21]Jiadong Yan, Yuzhong Chen
, Zhenxiang Xiao, Shu Zhang, Mingxin Jiang, Tianqi Wang, Tuo Zhang, Jinglei Lv
, Benjamin Becker
, Rong Zhang
, Dajiang Zhu, Junwei Han, Dezhong Yao, Keith M. Kendrick, Tianming Liu, Xi Jiang
:
Modeling spatio-temporal patterns of holistic functional brain networks via multi-head guided attention graph neural networks (Multi-Head GAGNNs). Medical Image Anal. 80: 102518 (2022) - [j20]Tianji Pang
, Shijie Zhao
, Junwei Han, Shu Zhang, Lei Guo, Tianming Liu
:
Gumbel-Softmax based Neural Architecture Search for Hierarchical Brain Networks Decomposition. Medical Image Anal. 82: 102570 (2022) - [j19]Ning Qiang, Qinglin Dong, Hongtao Liang, Bao Ge, Shu Zhang, Cheng Zhang, Jie Gao
, Yifei Sun:
A novel ADHD classification method based on resting state temporal templates (RSTT) using spatiotemporal attention auto-encoder. Neural Comput. Appl. 34(10): 7815-7833 (2022) - [c33]Jiaxing Gao, Changhe Li, Zhibin He, Yaonai Wei, Lei Guo, Junwei Han, Shu Zhang, Tuo Zhang:
Prediction of Cognitive Scores by Movie-Watching FMRI Connectivity and Eye Movement Via Spectral Graph Convolutions. ISBI 2022: 1-5 - [c32]Changhe Li, Jiaxing Gao, Zhibin He, Songyao Zhang, Yaonai Wei, Lei Du, Lei Guo, Junwei Han, Shu Zhang, Tuo Zhang:
Bridging Natruralistic Stimuli, Eye Movement And Brain Activity Via Cca And Locality Preserving Projection. ISBI 2022: 1-5 - 2021
- [j18]Hong-Yu Zhou
, Chengdi Wang, Haofeng Li
, Gang Wang, Shu Zhang
, Weimin Li, Yizhou Yu
:
SSMD: Semi-Supervised medical image detection with adaptive consistency and heterogeneous perturbation. Medical Image Anal. 72: 102117 (2021) - [j17]Dingwen Zhang, Jiajia Zhang, Qiang Zhang, Jungong Han, Shu Zhang, Junwei Han:
Automatic pancreas segmentation based on lightweight DCNN modules and spatial prior propagation. Pattern Recognit. 114: 107762 (2021) - [j16]Ning Qiang
, Qinglin Dong
, Fangfei Ge, Hongtao Liang
, Bao Ge, Shu Zhang, Yifei Sun, Jie Gao
, Tianming Liu
:
Deep Variational Autoencoder for Mapping Functional Brain Networks. IEEE Trans. Cogn. Dev. Syst. 13(4): 841-852 (2021) - [j15]Jie Lian, Jingyu Liu, Shu Zhang
, Kai Gao, Xiaoqing Liu
, Dingwen Zhang
, Yizhou Yu
:
A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation. IEEE Trans. Medical Imaging 40(8): 2042-2052 (2021) - [c31]Mingxin Jiang, Shimin Yang, Zhongbo Zhao, Jiadong Yan, Yuzhong Chen, Tuo Zhang, Shu Zhang, Benjamin Becker, Keith M. Kendrick, Xi Jiang
:
Exploring Gyro-Sulcal Functional Connectivity Differences Across Task Domains via Anatomy-Guided Spatio-Temporal Graph Convolutional Networks. MLMI@MICCAI 2021: 130-139 - [c30]Jiadong Yan, Yuzhong Chen, Shimin Yang, Shu Zhang, Mingxin Jiang, Zhongbo Zhao, Tuo Zhang, Yu Zhao, Benjamin Becker, Tianming Liu, Keith M. Kendrick, Xi Jiang
:
Multi-head GAGNN: A Multi-head Guided Attention Graph Neural Network for Modeling Spatio-temporal Patterns of Holistic Brain Functional Networks. MICCAI (7) 2021: 564-573 - [c29]Jiadong Yan, Yu Zhao, Mingxin Jiang, Shu Zhang, Tuo Zhang, Shimin Yang, Yuzhong Chen, Zhongbo Zhao, Zhibin He, Benjamin Becker, Tianming Liu, Keith M. Kendrick, Xi Jiang
:
A Guided Attention 4D Convolutional Neural Network for Modeling Spatio-Temporal Patterns of Functional Brain Networks. PRCV (3) 2021: 350-361 - [i6]Jie Lian, Jingyu Liu, Shu Zhang, Kai Gao, Xiaoqing Liu, Dingwen Zhang, Yizhou Yu:
A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation. CoRR abs/2104.10326 (2021) - 2020
- [j14]Shijie Zhao
, Yan Cui, Linwei Huang, Li Xie, Yaowu Chen, Junwei Han, Lei Guo, Shu Zhang, Tianming Liu
, Jinglei Lv
:
Supervised Brain Network Learning Based on Deep Recurrent Neural Networks. IEEE Access 8: 69967-69978 (2020) - [j13]Wei Zhang, Shijie Zhao, Xintao Hu
, Qinglin Dong, Heng Huang, Shu Zhang, Yu Zhao, Haixing Dai, Fangfei Ge, Lei Guo, Tianming Liu:
Hierarchical Organization of Functional Brain Networks Revealed by Hybrid Spatiotemporal Deep Learning. Brain Connect. 10(2): 72-82 (2020) - [c28]Mingxin Jiang, Shimin Yang, Jiadong Yan, Shu Zhang, Huan Liu, Lin Zhao
, Haixing Dai, Jinglei Lv
, Tuo Zhang, Tianming Liu, Keith M. Kendrick, Xi Jiang
:
Exploring Functional Difference Between Gyri and Sulci via Region-Specific 1D Convolutional Neural Networks. MLMI@MICCAI 2020: 250-259 - [c27]Zhibin He, Shu Zhang, Songyao Zhang, Yin Zhang, Xintao Hu
, Xi Jiang
, Lei Guo, Tianming Liu, Lei Du, Tuo Zhang:
Interwound Structural and Functional Difference Between Preterm and Term Infant Brains Revealed by Multi-view CCA. MLMI@MICCAI 2020: 465-473 - [c26]Shu Zhang, Jincheng Xu, Yu-Chun Chen, Jiechao Ma, Zihao Li, Yizhou Wang, Yizhou Yu:
Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT Slices. MICCAI (4) 2020: 542-551 - [i5]Yimin Hou, Shuyue Jia, Shu Zhang, Xiangmin Lun, Yan Shi, Yang Li, Hanrui Yang, Rui Zeng, Jinglei Lv
:
Deep Feature Mining via Attention-based BiLSTM-GCN for Human Motor Imagery Recognition. CoRR abs/2005.00777 (2020) - [i4]Xiangmin Lun, Shuyue Jia, Yimin Hou, Yan Shi, Yang Li, Hanrui Yang, Shu Zhang, Jinglei Lv:
GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals. CoRR abs/2006.08924 (2020) - [i3]Shu Zhang, Jincheng Xu, Yu-Chun Chen, Jiechao Ma, Zihao Li, Yizhou Wang, Yizhou Yu:
Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT Slices. CoRR abs/2012.08770 (2020)
2010 – 2019
- 2019
- [j12]Shu Zhang, Qinglin Dong, Wei Zhang, Heng Huang, Dajiang Zhu, Tianming Liu:
Discovering hierarchical common brain networks via multimodal deep belief network. Medical Image Anal. 54: 238-252 (2019) - [j11]Wei Zhang, Jinglei Lv
, Xiang Li
, Dajiang Zhu, Xi Jiang
, Shu Zhang, Yu Zhao, Lei Guo, Jieping Ye, Dewen Hu
, Tianming Liu
:
Experimental Comparisons of Sparse Dictionary Learning and Independent Component Analysis for Brain Network Inference From fMRI Data. IEEE Trans. Biomed. Eng. 66(1): 289-299 (2019) - [j10]Shu Zhang, Huan Liu
, Heng Huang, Yu Zhao, Xi Jiang
, Brook Bowers, Lei Guo, Xiaoping Hu
, Mar Sanchez, Tianming Liu
:
Deep Learning Models Unveiled Functional Difference Between Cortical Gyri and Sulci. IEEE Trans. Biomed. Eng. 66(5): 1297-1308 (2019) - [c25]Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang:
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering. CVPR 2019: 1999-2007 - [c24]Fangfei Ge, Shu Zhang, Heng Huang, Xi Jiang
, Qinglin Dong, Lei Guo, Xianqiao Wang, Tianming Liu:
Exploring Intrinsic Functional Differences of Gyri, Sulci and 2-Hinge, 3-Hinge Joints on Cerebral Cortex. ISBI 2019: 1585-1589 - [c23]Zihao Li, Shu Zhang, Junge Zhang, Kaiqi Huang, Yizhou Wang, Yizhou Yu:
MVP-Net: Multi-view FPN with Position-Aware Attention for Deep Universal Lesion Detection. MICCAI (6) 2019: 13-21 - [c22]Yuhang Liu, Zhen Zhou, Shu Zhang, Ling Luo, Qianyi Zhang, Fandong Zhang, Xiuli Li, Yizhou Wang, Yizhou Yu:
From Unilateral to Bilateral Learning: Detecting Mammogram Masses with Contrasted Bilateral Network. MICCAI (6) 2019: 477-485 - [c21]Zhuo Wang, Zihao Li, Shu Zhang, Junge Zhang, Kaiqi Huang:
Semi-supervised Lesion Detection with Reliable Label Propagation and Missing Label Mining. PRCV (2) 2019: 291-302 - [i2]Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang:
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering. CoRR abs/1904.04357 (2019) - [i1]Zihao Li, Shu Zhang, Junge Zhang, Kaiqi Huang, Yizhou Wang, Yizhou Yu:
MVP-Net: Multi-view FPN with Position-aware Attention for Deep Universal Lesion Detection. CoRR abs/1909.04247 (2019) - 2018
- [j9]Jing Yuan, Xiang Li
, Jinhe Zhang, Liao Luo, Qinglin Dong, Jinglei Lv
, Yu Zhao, Xi Jiang
, Shu Zhang, Wei Zhang, Tianming Liu:
Spatio-temporal modeling of connectome-scale brain network interactions via time-evolving graphs. NeuroImage 180(Part): 350-369 (2018) - [j8]Xi Jiang
, Xiang Li
, Jinglei Lv
, Shijie Zhao, Shu Zhang, Wei Zhang, Tuo Zhang, Junwei Han
, Lei Guo, Tianming Liu
:
Temporal Dynamics Assessment of Spatial Overlap Pattern of Functional Brain Networks Reveals Novel Functional Architecture of Cerebral Cortex. IEEE Trans. Biomed. Eng. 65(6): 1183-1192 (2018) - [j7]Yu Zhao, Qinglin Dong, Shu Zhang, Wei Zhang, Hanbo Chen, Xi Jiang
, Lei Guo, Xintao Hu
, Junwei Han
, Tianming Liu
:
Automatic Recognition of fMRI-Derived Functional Networks Using 3-D Convolutional Neural Networks. IEEE Trans. Biomed. Eng. 65(9): 1975-1984 (2018) - [c20]Shu Zhang, Tuo Zhang, Xiao Li, Lei Guo, Tianming Liu:
Joint representation of cortical folding, structural connectivity and functional networks. ISBI 2018: 1-5 - [c19]Huan Liu, Shijie Zhao, Xi Jiang
, Shu Zhang, Xintao Hu
, Lei Quo, Tianming Liu:
Characterizing task-evoked and intrinsic functional networks from task-based fMRI data via two-stage sparse dictionary learning. ISBI 2018: 70-73 - [c18]Heng Huang, Xintao Hu
, Qinglin Dong, Shijie Zhao, Shu Zhang, Yu Zhao, Lei Quo, Tianming Liu:
Modeling task fMRI data via mixture of deep expert networks. ISBI 2018: 82-86 - [c17]Wei Zhang, Jinglei Lv
, Shu Zhang, Yu Zhao, Tianming Liu:
Modeling resting state fMRI data via longitudinal supervised stochastic coordinate coding. ISBI 2018: 127-131 - [c16]Yu Zhao, Fangfei Ge, Shu Zhang, Tianming Liu:
3D Deep Convolutional Neural Network Revealed the Value of Brain Network Overlap in Differentiating Autism Spectrum Disorder from Healthy Controls. MICCAI (3) 2018: 172-180 - [c15]Shu Zhang, Tianming Liu, Dajiang Zhu:
Exploring Fiber Skeletons via Joint Representation of Functional Networks and Structural Connectivity. MICCAI (3) 2018: 357-366 - 2017
- [c14]Yu Zhao, Shu Zhang, Hanbo Chen, Wei Zhang, Jinglei Lv
, Xi Jiang
, Dinggang Shen, Tianming Liu:
A novel framework for groupwise registration of fMRI images based on common functional networks. ISBI 2017: 485-489 - [c13]Xiao Li, Tuo Zhang, Qinglin Dong, Shu Zhang, Xintao Hu
, Lei Du, Lei Guo, Tianming Liu:
Predicting cortical 3-hinge locations via structural connective features. ISBI 2017: 533-537 - [c12]Shu Zhang, Xiang Li
, Lei Guo, Tianming Liu:
Exploring human brain activation via nested sparse coding and functional operators. ISBI 2017: 947-951 - [c11]Huan Liu, Mianzhi Zhang, Xintao Hu
, Yudan Ren, Shu Zhang, Junwei Han, Lei Guo, Tianming Liu:
FMRI data classification based on hybrid temporal and spatial sparse representation. ISBI 2017: 957-960 - [c10]Shu Zhang, Xi Jiang
, Tianming Liu:
Joint Representation of Connectome-Scale Structural and Functional Profiles for Identification of Consistent Cortical Landmarks in Human Brains. MICCAI (1) 2017: 398-406 - 2016
- [j6]Tuo Zhang, Dajiang Zhu, Xi Jiang
, Shu Zhang, Zhifeng Kou, Lei Guo, Tianming Liu:
Group-wise consistent cortical parcellation based on connectional profiles. Medical Image Anal. 32: 32-45 (2016) - [j5]Yimin Hou, Ting Xiao, Shu Zhang, Xi Jiang
, Xiang Li
, Xintao Hu
, Junwei Han, Lei Guo, L. Stephen Miller, Richard Neupert, Tianming Liu:
Predicting Movie Trailer Viewer's "Like/Dislike" via Learned Shot Editing Patterns. IEEE Trans. Affect. Comput. 7(1): 29-44 (2016) - [c9]Shijie Zhao, Junwei Han, Xi Jiang
, Xintao Hu
, Jinglei Lv
, Shu Zhang, Bao Ge, Lei Guo, Tianming Liu:
Exploring auditory network composition during free listening to audio excerpts via group-wise sparse representation. ICME 2016: 1-6 - [c8]Xi Jiang
, Xiang Li
, Jinglei Lv
, Shijie Zhao, Shu Zhang, Wei Zhang, Tuo Zhang, Tianming Liu:
Modeling Functional Dynamics of Cortical Gyri and Sulci. MICCAI (1) 2016: 19-27 - [c7]Shijie Zhao, Junwei Han, Jinglei Lv
, Xi Jiang
, Xintao Hu
, Shu Zhang, Mary Ellen Lynch, Claire Coles, Lei Guo, Xiaoping Hu
, Tianming Liu:
A Multi-stage Sparse Coding Framework to Explore the Effects of Prenatal Alcohol Exposure. MICCAI (1) 2016: 28-36 - 2015
- [j4]Jinglei Lv
, Xi Jiang
, Xiang Li
, Dajiang Zhu, Hanbo Chen, Tuo Zhang, Shu Zhang, Xintao Hu
, Junwei Han, Heng Huang, Jing Zhang, Lei Guo, Tianming Liu:
Sparse representation of whole-brain fMRI signals for identification of functional networks. Medical Image Anal. 20(1): 112-134 (2015) - [j3]Jinglei Lv
, Xi Jiang
, Xiang Li
, Dajiang Zhu, Shu Zhang, Shijie Zhao, Hanbo Chen, Tuo Zhang, Xintao Hu
, Junwei Han, Jieping Ye, Lei Guo, Tianming Liu:
Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function. IEEE Trans. Biomed. Eng. 62(4): 1120-1131 (2015) - [c6]Shu Zhang, Xiang Li
, Jinglei Lv
, Xi Jiang
, Bao Ge, Lei Guo, Tianming Liu:
Characterizing and differentiating task-based and resting state FMRI signals via two-stage dictionary learning. ISBI 2015: 675-678 - [c5]Bao Ge, Jin Wang, Jinglei Lv
, Shu Zhang, Shijie Zhao, Wei Zhang, Qinghua Zhao, Xiang Li
, Xi Jiang
, Junwei Han, Lei Guo, Tianming Liu:
Signal sampling for efficient sparse representation of resting state FMRI data. ISBI 2015: 1360-1363 - 2014
- [j2]Tuo Zhang, Hanbo Chen, Lei Guo, Kaiming Li, Longchuan Li, Shu Zhang, Dinggang Shen, Xiaoping Hu
, Tianming Liu:
Characterization of U-shape streamline fibers: Methods and applications. Medical Image Anal. 18(5): 795-807 (2014) - [c4]Zhichao Lian, Xiang Li
, Jianchuan Xing, Jinglei Lv
, Xi Jiang
, Dajiang Zhu, Shu Zhang, Jiansong Xu, Marc N. Potenza, Tianming Liu, Jing Zhang:
Exploring functional brain dynamics via a Bayesian connectivity change point model. ISBI 2014: 600-603 - [c3]Shu Zhang, Xintao Hu
, Jinglei Lv, Tuo Zhang, Xiang Li
, Xi Jiang
, Lei Guo, Tianming Liu:
Learning fMRI-guided predictor of video shot changes. ISBI 2014: 1210-1213 - 2013
- [j1]Yixuan Yuan
, Xi Jiang
, Dajiang Zhu, Hanbo Chen, Kaiming Li, Peili Lv, Xiang Yu, Xiaojin Li, Shu Zhang, Tuo Zhang, Xintao Hu
, Junwei Han, Lei Guo, Tianming Liu:
Meta-Analysis of Functional Roles of DICCCOLs. Neuroinformatics 11(1): 47-63 (2013) - [c2]Shu Zhang, Jinglei Lv
, Xiang Li
, Xi Jiang
, Lei Guo, Tianming Liu:
Activated cliques: Network-based activation detection in task-based FMRI. ISBI 2013: 274-277 - [c1]Shu Zhang, Xiang Li
, Jinglei Lv
, Xi Jiang
, Dajiang Zhu, Hanbo Chen, Tuo Zhang, Lei Guo, Tianming Liu:
Sparse Representation of Higher-Order Functional Interaction Patterns in Task-Based FMRI Data. MICCAI (3) 2013: 626-634
Coauthor Index

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last updated on 2023-03-22 02:07 CET by the dblp team
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