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. Mechanisms of Gyral Convolution in Circumferential Direction of Primate Brains Tuo Zhang1,2*, Mir Jalil Razavi3*, Hanbo Chen2, Yujie Li2, Xiao Li1, Longchuan Li4, Lei Guo1, Xiaoping Hu4, Tianming Liu2**, Xianqiao Wang3** Journal of Computational Neuroscience, 2017. in press, *These authors contributed equally to this work **Joint correspondence authors PDF
2. Mechanism of Consistent Gyrus Formation: an Experimental and Computational Study Tuo Zhang*, Mir Jalil Razavi*, Xiao Li, Hanbo Chen, Tianming Liu**, Xianqiao Wang** Scientific Reports, 2016. in press, *These authors contributed equally to this work **Joint correspondence authors PDF
3. Commonly-Preserved and Species-Specific Gyral Folding Patterns across Primate Brains Xiao Li*, Hanbo Chen*, Tuo Zhang*, Xiang Yu, Xi Jiang, Kaiming Li, Longchuan Li, Mir Jalil Razavi, Xianqiao Wang, Xintao Hu, Junwei Han, Lei Guo, Xiaoping Hu**, Tianming Liu** Brain Structure and Function, 2016. in press,*Co-first authors; **Joint corresponding authors PDF
4. Temporal Concatenated Sparse Coding of Resting State fMRI Data Reveal Network Interaction Changes in mTBI Jinglei Lv, Armin Iraji, Fangfei Ge, Shijie Zhao, Xintao Hu, Tuo Zhang, Junwei Han, Lei Guo, Zhifeng Kou, and Tianming Liu MICCAI, 2016. PDF
5. Modeling Functional Dynamics of Cortical Gyri and Sulci Xi Jiang, Xiang Li, Jinglei Lv, Shijie Zhao, Shu Zhang, Wei Zhang, Tuo Zhang, and Tianming Liu MICCAI, 2016. vol. 9900, pp. 19-27. PDF
6. Connectome-scale Group-wise Consistent Resting-state Network Analysis in Autism Spectrum Disorder Yu Zhao*, Hanbo Chen*, Yujie Li, Jinglei Lv, Xi Jiang, Fangfei Ge, Tuo Zhang, Shu Zhang, Bao Ge, Cheng Lyu, Shijie Zhao, Junwei Han, Lei Guo, Tianming Liu NeuroImage: Clinical, 2016. in press. *These authors contributed equally to this work. PDF
7. Connectome-scale Assessment of Structural and Functional Connectivity in Mild Traumatic Brain Injury at the Acute Stage Armin Iraji*, Hanbo Chen*, Natalie Wiseman, Tuo Zhang, Robert Welch, Brian O'Neil, Andrew Kulek, Syed Imran Ayaz, Xiao Wang, Conor Zuk, E Mark Haacke, Tianming Liu**, Zhifeng Kou** NeuroImage: Clinical, 2016. in press. *Co-first authors; **Joint corresponding authors. PDF
8. Temporal Dynamics Assessment of Spatial Overlap Pattern of Functional Brain Networks Reveals Novel Functional Architecture of Cerebral Cortex Xi Jiang, Xiang Li, Jinglei Lv, Shijie Zhao, Shu Zhang, Wei Zhang, Tuo Zhang, Junwei Han, Lei Guo, Tianming Liu IEEE Transactions on Biomedical Engineering, 2016. in press PDF
9. Group-wise Consistent Cortical Parcellation Based on Connectional Profiles Tuo Zhang, Dajiang Zhu, Xi Jiang, Shu Zhang, Zhifeng Kou, Lei Guo, Tianming Liu Medical Image Analysis, 2016. in press PDF
10. 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
11. 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
12. 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
13. 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
14. 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
15. 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
16. 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
17. 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
18. 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
19. 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
20. 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
21. 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
22. 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
23. Decoding Auditory Saliency from FMRI Brain Imaging Shijie Zhao, Xi Jiang, Junwei Han, Xintao Hu, Dajiang Zhu, Jinglei Lv, Tuo Zhang, Lei Guo and Tianming Liu ACM, 2014. pp. 873-876. PDF
24. 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
25. 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
26. 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
27. 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
28. 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
29. 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
30. 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
31. 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
32. 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
33. 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
34. 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
35. 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
36. 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
37. 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
38. 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
39. 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
40. 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
41. 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
42. 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
43. 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
44. 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
45. 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
46. 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
47. 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
48. 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
49. 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
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. 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
52. 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
53. 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
54. 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
55. 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
56. 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
57. 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
58. 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
59. 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
60. 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
61. 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
62. 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
63. 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
64. 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
65. 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
66. 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