Tuo Zhang

Mr. Tuo Zhang

Associate Professor

Northwestern Polytechnical University, Xi'an, China

Research Interests: Medical Image Analysis, Multi-modal Brain Network Analysis, Brain Structure Development.

Email: zhangtuo.npu(at)gmail.com

Publications

1. Fiber Connection Pattern-guided Structured Sparse Representation of Whole-brain FMRI Signals for Functional Network Inference Xi Jiang, Tuo Zhang, Qinghua Zhao, Jianfeng Lu, Lei Guo, Tianming Liu MICCAI, LNCS, 2015. vol. 9349, pp. 133-141. PDF
2. Multi-scale and Multimodal Fusion of Tract-tracing, Myelin Stain and DTI-derived Fibers in Macaque Brains Tuo Zhang, Jun Kong, Ke Jing, Hanbo Chen, Xi Jiang, Longchuan Li, Lei Guo, Jianfeng Lu, Xiaoping Hu, Tianming Liu MICCAI, LNCS, 2015. vol. 9350, pp. 246-254. PDF
3. Distance Networks for Morphological Profiling and Characterization of DICCCOL Landmarks Yue Yuan*, Hanbo Chen*, Jianfeng Lu, Tuo Zhang, Tianming Liu MICCAI, LNCS, 2015. vol. 9350, pp. 380-387. *Co-first authors PDF
4. Sparse Representation of HCP Grayordinate Data Reveals Novel Functional Architecture of Cerebral Cortex Xi Jiang, Xiang Li, Jinglei Lv, Tuo Zhang, Shu Zhang, Lei Guo, Tianming Liu Human Brain Mapping, 2015. vol. 36(12), pp. 5301-5319. PDF
5. Cortical Folding Pattern and its Consistency Induced by Biological Growth Mir Jalil Razavi, Tuo Zhang, Tianming Liu*, and Xianqiao Wang* Scientific Reports, 2015. *Joint corresponding authors. in press. PDF
6. Role of Mechanical Factors on the Cortical Folding Development Mir Jalil Razavi, Tuo Zhang, Xiao Li, Tianming Liu*, and Xianqiao Wang* Physical Review E, 2015. *Joint corresponding authors. in press. PDF
7. Optimization of Large-scale Mouse Brain Connectome via Joint Evaluation of DTI and Neuron Tracing Data Hanbo Chen, Tao Liu, Yu Zhao, Tuo Zhang, Yujie Li, Meng Li, Hongmiao Zhang, Hui Kuang, Lei Guo, Joe Tsien, Tianming Liu NeuroImage, 2015. vol. 115, pp. 202 - 213. PDF
8. Assessing Effects of Prenatal Alcohol Exposure Using Group-wise Sparse Representation of FMRI Data Jinglei Lv, Xi Jiang, Xiang Li, Dajiang Zhu, Shijie Zhao, Tuo Zhang, Xintao Hu, Junwei Han, Lei Guo, Zhihao Li, Claire Coles, Xiaoping Hu*, Tianming Liu* Psychiatry Research: Neuroimaging, 2015. vol. 233(2), pp. 254-268. *Joint correspondence authors. PDF
9. Multiscale and multimodal fusion of tract-tracing and DTI-derived fibers in macaque brains Ke Jing, Tuo Zhang, Jianfeng Lu, Hanbo Chen, Lei Guo, Longchuan Li, Xiaoping Hu, Tianming Liu ISBI, 2015. pp. 938-942. PDF
10. Group-wise consistent sulcal fundi segmentation on dMRI-derived ODF features Tuo Zhang, Hanbo Chen, Xi Jiang, Lei Guo, Tianming Liu ISBI, 2015. pp. 638-641. PDF
11. 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
12. 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
13. 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
14. 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
15. Construct and Assess Multimodal Mouse Brain Connectomes via Joint Modeling of Multi-scale DTI and Neuron Tracer Data Hanbo Chen, Yu Zhao, Tuo Zhang, Hongmiao Zhang, Hui Kuang, Meng Li, Joe Z. Tsien, Tianming Liu MICCAI, LNCS, 2014. vol. 8675, pp. 273-280. PDF
16. Characterization of U-shape Streamline Fibers: Methods and Applications Tuo Zhang*, Hanbo Chen*, Lei Guo, Kaiming Li, Longchuan Li, Shu Zhang, Dinggang Shen, Xiaoping Hu**, Tianming Liu** Medical Image Analysis, 2014. vol. 18(5), pp. 795-807. *co-first authors; **joint-correspondence authors PDF
17. 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
18. 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
19. 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
20. 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
21. Learning fMRI-guided predictor of video shot changes Shu Zhang, Xintao Hu, Jinglei Lv, Tuo Zhang, Xiang LI, Xi Jiang, Lei Guo, Tianming Liu ISBI, 2014. pp. 1210-1213. PDF
22. 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
23. 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
24. 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
25. 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
26. Identifying Group-wise Consistent White Matter Landmarks via Novel Fiber Shape Descriptor Hanbo Chen, Tuo Zhang, Tianming Liu MICCAI, LNCS, 2013. vol. 8149, pp. 66-73. Brain Imaging PDF
27. 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
28. 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
29. 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
30. 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
31. 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
32. Joint Analysis of Gyral Folding and Fiber Shape Patterns Xiang Yu*, Hanbo Chen*, Tuo Zhang, Xintao Hu, Lei Guo, Tianming Liu, *Joint first authors ISBI, 2013. pp. 85 - 88. Brain Imaging PDF
33. 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
34. Functional Brain Interactions During Free Viewing of Video Stream Xintao Hu, Tuo Zhang, Junwei Han, Lei Guo, Tianming Liu ISBI, 2013. pp. 1082-1085. Brain Imaging PDF
35. 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
36. Resting State fMRI-guided Fiber Clustering: Methods and Applications Bao Ge, Lei Guo, Tuo Zhang, Xintao Hu, Junwei Han, Tianming Liu Neuroinformatics, 2013. vol. 11(1), pp. 119-133. Brain Imaging PDF
37. 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
38. Coevolution of Gyral Folding and Structural Connection Patterns in Primate Brains Hanbo Chen*, Tuo Zhang*, Lei Guo, Kaiming Li, Xiang Yu, Longchuan Li, Xintao Hu, Junwei Han, Xiaoping Hu**, Tianming Liu**, *Joint first authors, **Joint corresponding authors Cerebral Cortex, 2013. vol. 23(5), pp. 1208-1217. Brain Imaging PDF
39. 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
40. 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
41. Music/Speech Classification Using High-level Features Derived from FMRI Brain Imaging Xi Jiang, Tuo Zhang, Xintao Hu, Lie Lu, Junwei Han, Lei Guo, Tianming Liu ACM Multimedia, 2012. pp. 825-828. Brain Imaging PDF
42. 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
43. 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
44. 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
45. Predicting Functional Cortical ROIs via DTI-derived Fiber Shape Models Tuo Zhang, Lei Guo, Kaiming Li, Changfeng Jing, Yan Yin, Dajing Zhu, Guangbin Cui, Lingjiang Li, Tianming Liu Cerebral Cortex, 2012. vol. 22(4), pp. 854-864. Brain Imaging PDF
46. Resting State fMRI-guided Fiber Clustering Bao Ge, Lei Guo, Tuo Zhang, Xintao Hu, Junwei Han, Tianming Liu MICCAI, LNCS, 2011. vol. 6892, pp. 149-156. Brain Imaging PDF
47. Predicting Functional Brain ROIs via Fiber Shape Models Tuo Zhang, Lei Guo, Xintao Hu, Kaiming Li, Tianming Liu MICCAI, LNCS, 2011. vol. 6892, pp. 42-49. Brain Imaging PDF
48. Assessing the Dynamics on Functional Brain Networks using Spectral Graphy Theory Xintao Hu, Lei Guo, Degang Zhang, Kaiming Li, Tuo Zhang, Jinglei Lv, Junwei Han, Tianming Liu ISBI, 2011. pp. 2144-2149. Brain Imaging PDF
49. 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
50. 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
51. A dynamic skull model for simulation of cerebral cortex folding Hanbo Chen, Lei Guo, Jingxin Nie, Tuo Zhang, Xintao Hu, Tianming Liu MICCAI, LNCS, 2010. vol. 6362, pp. 412-419. Brain Imaging PDF
52. Fiber-centered Analysis of Brain Connectivity Using DTI and Resting State FMRI Data Jinglei Lv, Lei Guo, Xintao Hu, Tuo Zhang, Kaiming Li, Tianming Liu MICCAI, LNCS, 2010. vol. 6362, pp. 412-419. Brain Imaging PDF
53. Joint analysis of cortical folding pattern, thickness and fiber density using structural and DTI data Yixuan Yuan, Lei Guo, Gang Li, Tuo Zhang, Xintao Hu, Tianming Liu ISBI, 2010. pp. 404-407. Brain Imaging PDF
54. Joint analysis of fiber shape and cortical folding patterns Xintao Hu, Lei Guo, Tuo Zhang, Gang Li, Jingxin Nie, Xi Jiang, Degang Zhang, Tianming Liu ISBI, 2010. pp. 1165-1168. Brain Imaging PDF
55. 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
56. Parametric Representation of Cortical Surface Folding based on Polynomials Tuo Zhang, Lei Guo, Gang Li, Jingxin Nie, Tianming Liu MICCAI, LNCS, 2009. vol. 5762, pp. 184-191. Brain Imaging PDF