Dajiang Zhu

Dr. Dajiang Zhu

Gratuated Ph.D Student

Post Doctor, University of Southern California

Research Interests: MRI imaging analysis, Brain structure and function, DTI & fMRI joint modeling for MCI/AD.

Email: djzhu(at)uga(dot)edu

Web: http://cs.uga.edu/~zhu/

Publications

1. Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function 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 IEEE Transactions on Biomedical Engineering, 2015. vol. 62(4), pp. 1120-1131. *These authors contributed equally to this work PDF
2. Anatomy-guided Dense Individualized and Common Connectivity-based Cortical Landmarks (A-DICCCOL) Xi Jiang, Tuo Zhang, Dajiang Zhu, Kaiming Li, Hanbo Chen, Jinglei Lv, Xintao Hu, Junwei Han, Dinggang Shen, Lei Guo, Tianming Liu IEEE Transactions on Biomedical Engineering, 2015. vol. 62(4), pp. 1108 - 1119. PDF
3. Sparse Representation of Whole-brain FMRI Signals for Identification of Functional Networks 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 Medical Image Analysis, 2015. vol. 20(1), pp. 112–134. *These authors contributed equally to this work PDF
4. Fusing DTI and FMRI Data: A Survey of Methods and Applications Dajiang Zhu, Tuo Zhang, Xi Jiang, Xintao Hu, Ning Yang, Jinglei Lv, Junwei Han, Lei Guo, Tianming Liu NeuroImage, 2014. vol. 102(1), pp. 184-191. Brain Imaging PDF
5. Inferring Functional Interaction and Transition Patterns via Dynamic Bayesian Variable Partition Models Jing Zhang*, Xiang Li, Cong Li, Zhichao Lian, Xiu Huang, Guocheng Zhong, Dajiang Zhu, Kaiming Li, Changfeng Jin, Xintao Hu, Junwei Han, Lei Guo, Xiaoping Hu, Lingjiang Li, Tianming Liu*, *Joint corresponding authors Human Brain Mapping, 2014. vol. 35(7), pp. 3314–3331. Brain Imaging PDF
6. Connectome-scale Assessments of Structural and Functional Connectivity in MCI Dajiang Zhu, Kaiming Li, Douglas P. Terry, A. Nicholas Puente, Lihong Wang, Dinggang Shen, L. Stephen Miller, Tianming Liu Human Brain Mapping, 2014. vol. 35(7), pp. 2911–2923. Brain Imaging PDF
7. Data-driven Analysis of Functional Brain Interactions during Free Listening to Music and Speech Jun Fang, Xintao Hu, Junwei Han, Xi Jiang, Dajiang Zhu, Lei Guo, Tianming Liu Brain Imaging and Behavior, 2014. in press PDF
8. Identifying and Characterizing Resting State Networks in Temporally Dynamic Functional Connectomes Xin Zhang, Xiang Li, Changfeng Jin, Hanbo Chen, Kaiming Li, Dajiang Zhu, Xi Jiang, Tuo Zhang, Jinglei Lv, Xintao Hu, Junwei Han, Qun Zhao, Lei Guo, Lingjiang Li, Tianming Liu Brain Topography, 2014. vol. 27(6), pp. 747-65. PDF
9. Atomic Dynamic Functional Interaction Patterns for Characterization of ADHD Jinli Ou*, Zhichao Lian*, Li Xie, Xiang Li, Peng Wang, Yun Hao, Dajiang Zhu, Rongxin Jiang, Yufeng Wang, Yaowu Chen, Jing Zhang**, Tianming Liu** Human Brain Mapping, 2014. vol. 35(10), pp. 5262-78. *Joint first authors, **Joint corresponding authors PDF
10. Group-wise optimization and individualization prediction of structural connectomes Hanbo Chen, kaiming li, Dajiang Zhu, Lei Guo, Tianming Liu ISBI, 2014. pp. 742-745. PDF
11. Inferring group-wise functional brain activities via point processes Xi Jiang, Jinglei Lv, Dajiang Zhu, Tuo Zhang, Xintao Hu, Lei Guo, Tianming Liu ISBI, 2014. pp. 669-672. PDF
12. Discovery network-level functional interactions from working memory fMRI data Xi Jiang, Jinglei Lv, Dajiang Zhu, Tuo Zhang, Xiang LI, Xintao Hu, Lei Guo ISBI, 2014. pp. 13-16. PDF
13. Group-wise consistent cortical parcellation based on DTI-derived connectional profiles Tuo Zhang, Dajiang Zhu, Xi Jiang, Lei Guo, Tianming Liu ISBI, 2014. pp. 826 - 829. PDF
14. Sparse representation of working memory processes based on fMRI data Dajiang Zhu, Tianming Liu ISBI, 2014. pp. 584 - 587. PDF
15. Connectomics signature for characterization of mild cognitive impairment and schizophrenia Dajiang Zhu, Dinggang Shen, Tianming Liu ISBI, 2014. pp. 325 - 328. PDF
16. Group-wise connection activation detection based on DICCCOL Jinglei Lv, Tuo Zhang, Xintao Hu, Dajiang Zhu, Kaiming Li, Lei Guo, Tianming Liu ISBI, 2014. pp. 681-684. PDF
17. Detecting cell assembly interaction patterns via Bayesian based change-point detection and graph inference model Zhichao Lian, Xiang Li, Hongmiao Zhang, Hui Kuang, Kun Xie, Jianchuan Xing, Dajiang Zhu, Joe Z. Tsien, Tianming Liu, Jing Zhang ISBI, 2014. pp. 17-20. PDF
18. Dynamic network partition via Bayesian connectivity bi-partition change point model Zhichao Lian, Xiang Li, thomas young, Yun Hao, Jianchuan Xing, Jinglei Lv, Xi Jiang, Dajiang Zhu, Tianming Liu, Jing Zhang ISBI, 2014. pp. 545-548. PDF
19. Generalized fMRI activation detection via Bayesian magnitude change point model Zhichao Lian, Jinglei Lv, Jianchuan Xing, Xiang LI, Xi Jiang, Dajiang Zhu, Jiansong Xu, Marc N. Potenza, Tianming Liu, Jing Zhang ISBI, 2014. pp. 21-24. PDF
20. Exploring functional brain dynamics via a Bayesian connectivity change point model Zhichao Lian, Xiang LI, Jianchuan Xing, Jinglei Lv, Xi Jiang, Dajiang Zhu, Jiansong Xu, Marc N. Potenza, Tianming Liu, Jing Zhang ISBI, 2014. pp. 600-603. PDF
21. Dynamic functional connectomics signatures for characterization and differentiation of PTSD patients Xiang Li, Dajiang Zhu, Xi Jiang, Changfeng Jin, Xin Zhang, Lei Guo, Jing Zhang, Xiaoping Hu, Jingjiang Li, Tianming Liu Human Brain Mapping, 2014. vol. 35(4), pp. 1761-78. Brain Imaging PDF
22. Characterization of Task-free and Task-performance Brain States via Functional Connectome Patterns Xin Zhang, Lei Guo, Xiang Li, Tuo Zhang, Dajiang Zhu, Kaiming Li, Hanbo Chen, Jinglei Lv, Changfeng Jin, Qun Zhao, Lingjiang Li, Tianming Liu Medical Image Analysis, 2013. vol. 17(8), pp. 1106–1122. Brain Imaging PDF
23. Modeling Brain Functional Dynamics via Hidden Markov Models Jinli Ou, Li Xie, Peng Wang, Xiang Li, Dajiang Zhu, Yufeng Wang, Yaowu Chen, Jing Zhang, Tianming Liu IEEE EMBS Conference on Neural Engineering, 2013. Brain Imaging PDF
24. Group-wise Change Point Detection in Task FMRI Data by Bayesian Methods Jianchuan Xing, Jinglei Lv, Zhichao Lian, Xiang Li, Dajiang Zhu, Tianming Liu, Jing Zhang IEEE EMBS Conference on Neural Engineering, 2013. Brain Imaging PDF
25. Identifying Functional Networks via Sparse Representation of Whole-brain FMRI Signals 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 IEEE EMBS Conference on Neural Engineering, 2013. pp. 778-781. Brain Imaging PDF
26. Sparse Representation of Higher-order Functional Interaction Patterns in Task-based FMRI Data Shu Zhang, Xiang Li, Jinglei Lv, Xi Jiang, Dajiang Zhu, Hanbo Chen, Tuo Zhang, Lei Guo, Tianming Liu MICCAI, LNCS, 2013. vol. 8151, pp. 626-634. Brain Imaging PDF
27. Group-wise FMRI Activation Detection on Corresponding Cortical Landmarks Jinglei Lv, Dajiang Zhu, Xintao Hu, Xin Zhang, Lei Guo, Tianming Liu MICCAI, LNCS, 2013. vol. 8150, pp. 665-673. Brain Imaging PDF
28. Sparse Representation of Group-wise FMRI Signals Jinglei Lv, Xiang Li, Dajiang Zhu, Xi Jiang, Xin Zhang, Lei Guo, Tianming Liu MICCAI, LNCS, 2013. vol. 8151, pp. 608-616. Brain Imaging PDF
29. Anatomy-guided Discovery of Large-scale Consistent Connectivity-based Cortical Landmarks Xi Jiang, Tuo Zhang, Dajiang Zhu, Kaiming Li, Jinglei Lv, Lei Guo, Tianming Liu MICCAI, LNCS, 2013. vol. 8151, pp. 617-625. Brain Imaging PDF
30. Predictive Models of Resting State Networks for Assessment of Altered Functional Connectivity in MCI Xi Jiang, Dajiang Zhu, Kaiming Li, Tuo Zhang, Dinggang Shen, Lei Guo, Tianming Liu MICCAI, LNCS, 2013. vol. 8150, pp. 674-681. Brain Imaging PDF
31. Inferring Group-wise Consistent Multimodal Brain Networks via Multi-view Spectral Clustering Hanbo Chen, Kaiming Li, Dajiang Zhu, Xi Jiang, Yixuan Yuan, Peili Lv, Tuo Zhang, Lei Guo, Dinggang Shen*, Tianming Liu*, *Joint corresponding authors IEEE Transactions on Medical Imaging, 2013. vol. 32(9), pp. 1576 - 1586. Brain Imaging PDF
32. Representing and Retrieving Video Shots in Human-Centric Brain Imaging Space Junwei Han, Xiang Ji, Xintao Hu, Dajiang Zhu, Kaiming Li, Xi Jiang, Guangbin Cui, Lei Guo, and Tianming Liu IEEE Transactions on Image Processing, 2013. vol. 22(7), pp. 2723 - 2736. Brain Imaging, Multimedia PDF
33. Predicting Cortical ROIs via Joint Modeling of Anatomical and Connectional Profiles Tuo Zhang, Dajiang Zhu, Xi Jiang, Bao Ge, Xintao Hu, Junwei Han, Lei Guo, Tianming Liu Medical Image Analysis, 2013. vol. 17(6), pp. 601–615. Brain Imaging PDF
34. On initial Brain Activity Mapping of associative memory code in the hippocampus Joe Z. Tsien, Meng Li, Remus Osan, Guifen Chen, Longian Lin, Phillip Lei Wang, Sabine Frey, Julietta Frey, Dajiang Zhu, Tianming Liu, Fang Zhao, Hui Kuang Neurobiology of Learning and Memory, 2013. vol. 105, pp. 200–210. Brain Imaging PDF
35. Exploring High-Order Functional Interactions via Structurally-Weighted LASSO Models Dajiang Zhu, Xiang Li, Xi Jiang, Hanbo Chen, Dinggang Shen, Tianming Liu IPMI, LNCS, 2013. vol. 7917, pp. 13-24. Brain Imaging PDF
36. Construction of Multi-scale Common Brain Network Via DICCCOL Bao Ge, Lei Guo, Tuo Zhang, Dajiang Zhu, Xintao Hu, Junwei Han, Tianming Liu IPMI, LNCS, 2013. vol. 7917, pp. 692-704. Brain Imaging PDF
37. Identifying Consistent Brain Networks via Maximizing Predictability of Functional Connectome from Structural Connectome Hanbo Chen, Kaiming Li, Dajiang Zhu, Tianming Liu ISBI, 2013. pp. 978-981. Brain Imaging PDF
38. Inferring Functional Network-based Signatures via Structurally-weighted LASSO Model Dajiang Zhu, Dinggang Shen, Tianming Liu ISBI, 2013. pp. 970 - 973. Brain Imaging PDF
39. Discovering Common Functional Connectomics Signatures Xiang Li, Dajiang Zhu, Xi Jiang, Changfeng Jin, Lei Guo, Lingjiang Li, Tianming Liu. ISBI, 2013. pp. 620 - 623. Brain Imaging PDF
40. Predicting Functional Cortical ROIs via Joint Modeling of Anatomical and Connectional Profiles Tuo Zhang, Dajiang Zhu, Xi Jiang, Lei Guo, Tianming Liu ISBI, 2013. pp. 516-519. Brain Imaging PDF
41. Assessing Regularity and Variability of Cortical Folding Patterns of DICCCOLs Jia Chen, Jianfeng Lu, Hanbo Chen, Dajiang Zhu, Tianming Liu ISBI, 2013. pp. 974-977. Brain Imaging PDF
42. Construction of Multi-scale Brain Networks via DICCCOL Landmarks Bao Ge, Lei Guo, Tuo Zhang, Dajiang Zhu, Xintao Hu, Junwei Han, Tianming Liu ISBI, 2013. pp. 680-683. Brain Imaging PDF
43. Identifying Functional Connectomics Abnormality in Attention Deficit Hyperactivity Disorder Peng Wang*, Dajiang Zhu*, Hanbo Chen, Xi Jiang, Li Sun, Qingjiu Cao, An Li, Tianming Liu, Yufeng Wang, *Joint first authors ISBI, 2013. pp. 544-547. Brain Imaging PDF
44. Fine-Granularity Functional Interaction Signatures for Characterization of Brain Conditions Xintao Hu, Dajiang Zhu, Peili Lv, Kaiming Li, Junwei Han, Lihong Wang, Dinggang Shen, Lei Guo, Tianming Liu Neuroinformatics, 2013. vol. 11(3), pp. 301-317. Brain Imaging PDF
45. Meta-analysis of Functional Roles of DICCCOLs 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 Neuroinformatics, 2013. vol. 11(1), pp. 47-63. Brain Imaging PDF
46. FMRI Signal Analysis Using Empirical Mean Curve Decomposition Fan Deng, Dajiang Zhu, Lei Guo and Tianming Liu IEEE Transactions on Biomedical Engineering, 2013. vol. 60(1), pp. 42-54. Brain Imaging PDF
47. DICCCOL: Dense Individualized and Common Connectivity-based Cortical Landmarks Dajiang Zhu*, Kaiming Li*, Lei Guo, Xi Jiang, Tuo Zhang, Degang Zhang, Hanbo Chen, Fan Deng, Carlos Faraco, Changfeng Jin, Chong-Yaw Wee, Yixuan Yuan, Peili Lv, Yan Yin, Xiaolei Hu, Lian Duan, Xintao Hu, Junwei Han, Lihong Wang, Dinggang Shen, L Stephen Miller, Lingjiang Li, Tianming Liu, *Joint first authors Cerebral Cortex, 2013. vol. 23(4), pp. 786-800. Brain Imaging PDF
48. Diffusion Tensor Imaging Reveals Evolution of Primate Brain Architectures Degang Zhang, Lei Guo, Dajiang Zhu, Kaiming Li, Longchuan Li, Hanbo Chen, Qun Zhao, Xiaoping Hu**, and Tianming Liu**, **Joint corresponding authors Brain Structure and Function, 2013. vol. 218(6), pp. 1429-1450. Brain Imaging PDF
49. Connectomics signatures of prenatal cocaine exposure affected adolescent brains Kaiming Li*, Dajiang Zhu*, Lei Guo, Zhihao Li, Mary Ellen Lynch, Claire Coles, Xiaoping Hu**, Tianming Liu**, *Joint first authors, **Joint corresponding authors Human Brain Mapping, 2013. vol. 34(10), pp. 2494–2510. Brain Imaging PDF
50. A functional model of cortical gyri and sulci Fan Deng, Xi Jiang, Dajiang Zhu, Tuo Zhang, Kaiming Li, Lei Guo, Tianming Liu Brain Structure and Function, 2013. vol. 219(4), pp. 1473-91. Brain Imaging PDF
51. Inferring Group-wise Consistent Multimodal Brain Networks via Multi-view Spectral Clustering Hanbo Chen, Kaiming Li, Dajiang Zhu, Tuo Zhang, Changfeng Jin, Lei Guo, Lingjiang Li, Tianming Liu MICCAI, LNCS, 2012. vol. 7512, pp. 297-304. Brain Imaging PDF
52. Group-wise Consistent Parcellation of Gyri via Adaptive Multi-view Spectral Clustering of Fiber Shapes Hanbo Chen, Xiao Cai, Dajiang Zhu, Feiping Nie, Tianming Liu, Heng Huang MICCAI, LNCS, 2012. vol. 7511, pp. 271-279. Brain Imaging PDF
53. Optimization of fMRI-derived ROIs based on Coherent Functional Interaction Patterns Fan Deng, Dajiang Zhu, Lei Guo, Tianming Liu MICCAI, LNCS, 2012. vol. 7512, pp. 214-222. Brain Imaging PDF
54. Group-wise Consistent Fiber Clustering Based on Multimodal Connectional and Functional Profiles Bao Ge, Lei Guo, Dajiang Zhu, Kaiming Li, Xintao Hu, Junwei Han, Tianming Liu MICCAI, LNCS, 2012. vol. 7512, pp. 485-492. Brain Imaging PDF
55. Characterization of Task-free/Task-performance Brain States Xin Zhang, Lei Guo, Xiang Li, Dajiang Zhu, Kaiming Li, Zhenqiang Sun, Changfeng Jin, Xintao Hu, Junwei Han, Qun Zhao, Lingjiang Li, Tianming Liu MICCAI, LNCS, 2012. vol. 7511, pp. 237-245. Brain Imaging PDF
56. Visual Analytics of Brain Networks Kaiming Li, Lei Guo, Carlos Faraco, Dajiang Zhu, Hanbo Chen, Yixuan Yuan, Jinglei Lv, Fan Deng, Xi Jiang, Tuo Zhang, Xintao Hu, Degang Zhang, Lloyd Miller, Tianming Liu NeuroImage, 2012. vol. 61(1), pp. 82–97. Brain Imaging PDF
57. Individual Functional ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles Kaiming Li, Lei Guo, Dajiang Zhu, Xintao Hu, Junwei Han, Tianming Liu. Neuroinformatics, 2012. vol. 10(3), pp. 225-242. Brain Imaging PDF
58. Axonal Fiber Terminations Concentrate on Gyri Jingxin Nie, Lei Guo, Kaiming Li, Yonghua Wang, Guojun Chen, Longchuan Li, Hanbo Chen, Fan Deng, Xi Jiang, Tuo Zhang, Ling Huang, Carlos Faraco, Degang Zhang, Cong Guo, Pew-Thian Yap, Xintao Hu, Gang Li, Jinglei Lv, Yixuan Yuan, Dajiang Zhu, Junwei Han, Dean Sabatinelli, Qun Zhao, L Stephen Miller, Bingqian Xu, Ping Shen, Simon Platt, Dinggang Shen, Xiaoping Hu, Tianming Liu Cerebral Cortex, 2012. vol. 22(12), pp. 2831-2839. Brain Imaging PDF
59. Optimization of Functional Brain ROIs via Maximization of Consistency of Structural Connectivity Profiles Dajiang Zhu, Kaiming Li, Carlos Faraco, Fan Deng, Degang Zhang, Xi Jiang, Hanbo Chen, Lei Guo, Stephen Miller, Tianming Liu NeuroImage, 2012. vol. 59(2), pp. 1382–1393. Brain Imaging PDF
60. Discovering Dense and Consistent Landmarks in the Brain Dajiang Zhu, Kaiming Li, Carlos Faraco, Fan Deng, Degang Zhang, Xi Jiang, Hanbo Chen, Lei Guo, Stephen Miller, Tianming Liu IPMI, LNCS, 2011. vol. 6801, pp. 97-110. Brain Imaging PDF
61. Fine Granularity Parcellation of Gyrus via Fiber Shape and Connectivity Based Features Dajiang Zhu, Kaiming Li, Carlos Faraco, Fan Deng, Degang Zhang, Xi Jiang, Hanbo Chen, Lei Guo, Stephen Miller, Tianming Liu ISBI, 2011. pp. 817-821. Brain Imaging PDF
62. Optimization of Functional Brain ROIs via Maximization of Consistency of Structural Connectivity Profiles Dajiang Zhu, Kaiming Li, Carlos Faraco, Fan Deng, Degang Zhang, Xi Jiang, Hanbo Chen, Lei Guo, Stephen Miller, Tianming Liu ISBI, 2011. pp. 2150-2154. Brain Imaging PDF
63. Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles Kaiming Li, Lei Guo, Carlos Faraco, Dajiang Zhu, Fan Deng, Tuo Zhang, Xi Jiang, Degang Zhang, Hanbo Chen, Xintao Hu, L. Stephen Miller, Tianming Liu NIPS, 2010. Brain Imaging PDF
64. Bridging Low-level Features and High-level Semantics via fMRI Brain Imaging for Video Classification Xintao Hu, Fan Deng, Kaiming Li, Tuo Zhang, Hanbo Chen, Xi Jiang, Jinglei Lv, Dajiang Zhu, Li Xie, Carlos, Faraco, Degang Zhang, Arsham Mesbah, Junwei Han, Xian-Sheng Hua, Stephen Miller, Lei Guo, Tianming Liu ACM Multimedia, 2010. pp. 451-460 . Brain Imaging PDF
65. Automatic cortical surface parcellation based on fiber density informaiton Degang Zhang, Lei Guo, Gang Li, Jingxin Nie, Xi Jiang, Fan Deng, Kaiming Li, Dajiang Zhu, Qun Zhao, Tianming Liu ISBI, 2010. pp. 1133-1136. Brain Imaging PDF
66. Human-friendly Attention Models for Video Summarization Kaiming Li, Tuo Zhang, Xintao Hu, Dajiang Zhu, Hanbo Chen, Xi Jiang, Fan Deng, Jinglei Lv, Carlos, Faraco, Degang Zhang, Arsham Mesbah, Junwei Han, Lie Lu, Xian-Sheng Hua, Lei Guo, Stephen Miller, Tianming Liu ICMI, 2010. Multimedia PDF