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张拓

姓名 张拓
性别
学校 西北工业大学
部门 自动化学院
学位 工学博士学位
学历 博士研究生毕业
职称 副高
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个人经历 personal experience 工作经历 教育经历 2020.07 - 至今      西北工业大学自动化学院  博士生导师2019.07 - 至今             西北工业大学自动化学院  硕士生导师2015.03 - 至今             西北工业大学自动化学院  大脑破译中心副研究员 本科:       2003年 - 2007年,信息工程,西北工业大学自动化学院(教改班)博士:       2007年 - 2015年,控制科学与工程,西北工业大学自动化学院访问学生:   2010年 - 2014年,美国佐治亚大学计算机学院及生物图像研究中心

教育教学

教育教学 Education and teaching 招生信息 每年招收: 博士研究生:2-3名     硕士研究生: 2-3 名欢迎对医学图像处理、脑科学、类脑计算等研究方向感兴趣的自动化,计算机科学与技术,生物医学工程等专业的同学保送/报考。课题组提供宽松的科研环境,并提供与国内外高校交流的机会。欢迎来信咨询:tuozhang@nwpu.edu.cn对学生要求:态度端正,英语、数学基础较好,熟悉常用的编程语言,了解图像处理、模式识别基本知识。

荣誉获奖

团队信息 Team Information 信息融合技术教育部重点实验室成员;自动化学院郭雷、韩军伟教授团队成员;与美国佐治亚大学刘天明教授,北卡教堂山沈定刚教授,香港中文大学袁奕萱教授等团队保持紧密的国际合作与联系。共指导博士生4人(另协助指导 5人,协助指导的2人已毕业入职211 高校),硕士生9人(另协助指导4 人,毕业2人),本科毕业设计9人次。已有工作包括学生第一作者期刊文章9篇(一区4 篇,二区5 篇),学生第一作者会议文章 13 篇,博士生国家奖学金1人次,中航工业三等奖学金1人次,西北工业大学一等奖学金6 人次,西北工业大学博士创新基金 2 人次,发表领域内顶级会议(IPMI)口头报告论文1篇。此外,还有学生的研究成果被选为 Top 期刊 Human Brain Mapping 2022 候选封面期刊1次,MICS 2023 医学图像青年研讨会短视频三等奖1 人次。

科学研究

荣誉获奖 Awards Information 2010年9月:          中国教育部学术新人奖2010年 - 2013年: 西北工业大学创新基金2012年 - 2014年: 西北工业大学优秀博士基金 2018年:                陕西省科学技术一等奖(第6完成人)

学术成果

科学研究 Scientific Research 研究方向:·脑成像数据分析                 ·大脑结构和功能网络的构建和分析    ·多模态多尺度大脑成像数据融合和分析·多物种大脑结构形态分析   ·物种进化和大脑结构形态的关系       ·大脑发育机理,大脑皮层褶皱形成机理主持的科研项目:[1] 2022-2026   国家自然科学基金重点项目 临床路径导向的全栈式多模态医学影像智能融合评价模型研究[2] 2020-2023 国家自然科学基金面上项目 大脑皮层“四元”褶皱模态的形成和功能分工理论(No. 97311288)[3] 2019-2021 陕西省自然科学基金青年项目 大脑皮层褶皱机理的跨物种比较研究(No. 2019JQ-614)[4] 2017-2020 国家自然科学基金面上项目 大脑褶皱力学形成机制探索(No. 31671005)[5] 2017          中国博士后科学基金第十批特别资助(No. 2017T100769)[6] 2016-2018 国家自然科学基金青年项目 大脑皮层褶皱形成“共推理论”研究(No. 31500798)

综合介绍

学术成果 Academic Achievements 近年来以第一作者或通讯作者(含共同)在国际期刊和会议发表学术论文46篇;受邀封面综述论文1篇,候选封面论文1篇,领域内顶会口头汇报1篇,影响因子>10 文4篇,JCR Top文15 篇,包括领域内国际顶级期刊,如Medical Image Analysis 4篇(影响因子>10),Neuroimage 1篇,Cerebral Cortex 6篇,Human Brain Mapping 2篇,以及领域内国际顶级会议 Information Processing in Medical Imaging(IPMI)1篇和Medical lmaging Computing & Computer Assistant Intervention (MICCAI) 13 篇。所发论文的Google总引用2666次,单篇引用大于100 次的论文6 篇。第一者通讯作者(含共同)论文总Google 引用539 篇, Google 引用大于100 的文1篇。(*通讯作者; # 共同第一作者;      指导的学生) 20231. Songyao Zhang, Tuo Zhang*, Guannan Cao, Jingchao Zhou, Zhibin He, Xiao Li, Yudan Ren, Xi Jiang, Lei Guo, Junwei Han, Tianming Liu. Species -Shared and -Unique Gyral Peaks on Human and Macaque Brains. eLife12:RP90182 (2023).2.   Ying Huang, Tuo Zhang*, Songyao Zhang, Weihan Zhang, Li Yang, Dajiang Zhu, Tianming Liu, Xi Jiang, Junwei Han, Lei Guo. Genetic Influence on Gyral Peaks. NeuroImage, (2023).3.   Songyao, Zhang, Tuo Zhang*, Zhibin He, Xiao Li, Lu Zhang, Dajiang Zhu, Xi Jiang, Tianming Liu, Junwei Han & Lei Guo. Gyral peaks and patterns in human brains. Cerebral Cortex, (2023): bhac537.4.   Jiaxing Gao, Lin Zhao, Tianyang Zhong, Changhe Li, Zhibin He, Yaonei Wei, Shu Zhang, Lei Guo, Tianming Liu, Junwei Han, Xi Jiang, Tuo Zhang*. Prediction of cognitive scores by joint use of movie-watching fMRI connectivity and eye tracking via Attention-CensNet. Psychoradiology 3 (2023).5.   Li Yang, Songyao Zhang, Weihan Zhang, Jingchao Zhou, Tianyang Zhong, Yaonai Wei, Xi Jiang, Tianming Liu, Junwei Han, Yixuan Yuan & Tuo Zhang*. Species-Shared and-Specific Brain Functional Connectomes Revealed by Shared-Unique Variational Autoencoder. International Conference on Information Processing in Medical Imaging (IPMI) (医学图像领域顶级会议,口头报告). Cham: Springer Nature Switzerland, 2023.6.   Jiaxing Gao, Lin Zhao, Tianyang Zhong, Changhe Li, Zhibin He, Yaonai Wei, Shu Zhang, Lei Guo, Tianming Liu, Junwei Han & Tuo Zhang*. Prediction of Cognitive Scores by Joint Use of Movie-Watching fMRI Connectivity and Eye Tracking via Attention-CensNet. The 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) (医学图像领域顶级会议, CCF B). Vancouver, Canada, October 8-12, 2023. [32% acceptance rate]7.   Zhibin He, Wuyang Li, Tuo Zhang*, Yixuan Yuan. H2GM: A Hierarchical Hypergraph Matching Framework for Brain Landmark Alignment. The 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) (医学图像领域顶级会议, CCF B). Vancouver, Canada, October 8-12, 2023. [32% acceptance rate]8.   Tianyang Zhong, Xiaozheng Wei, Enze Shi, Jiaxing Gao, Chong Ma, Yaonai Wei, Songyao Zhang, Lei Guo, Junwei Han, Tianming Liu & Tuo Zhang*. A Small-Sample Method with EEG Signals Based on Abductive Learning for Motor Imagery Decoding The 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) (医学图像领域顶级会议, CCF B). Vancouver, Canada, October 8-12, 2023. [32% acceptance rate]9.   Yaonai Wei, Tuo Zhang*, Han Zhang, Tianyang Zhong, Lin Zhao, Zhengliang Liu, Chong Ma, Songyao Zhang, Muheng Shang, Lei Du, Xiao Li, Tianming Liu, and Junwei Han. Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps. IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (CCF B). Istanbul, Turkey, December 05-08, 2023. [19.5% acceptance rate]10.   Chong Ma, Lin Zhao, Yuzhong Chen, Sheng Wang, Lei Guo, Tuo Zhang, Dinggang Shen, Xi Jiang, Tianming Liu. Eye-gaze-guided vision transformer for rectifying shortcut learning. IEEE Transactions on Medical Imaging (TMI), (2023).11. Chong Ma, Lin Zhao, Yuzhong Chen, Lei Guo, Tuo Zhang, Xintao Hu, Dinggang Shen, Xi Jiang*, Tianming Liu*. Rectify vit shortcut learning by visual saliency. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), (2023).12. Lin Zhao, Zihao Wu, Haixing Dai, Zhengliang Liu, Xintao Hu, Tuo Zhang, Dajiang Zhu, Tianming Liu. A generic framework for embedding human brain function with temporally correlated autoencoder. Medical Image Analysis 89 (2023): 102892.13. Qiyu Wang, Shijie Zhao, Zhibin He, Shu Zhang, Xi Jiang, Tuo Zhang, Tianming Liu, Cirong Liu, Junwei Han. Modeling functional difference between gyri and sulci within intrinsic connectivity networks. Cerebral Cortex, (2023): bhac111.14. Yifan Lv, Zili Kang, Tianle Han, Mengshen He, Ruhai Du, Tuo Zhang, Tianming Liu, Bao Ge. Cerebral cortical regions always connect with each other via the shortest paths. Cerebral Cortex (2023): bhad197.15. Poorya Chavoshnejad, Liam Vallejo, Songyao Zhang, Yanchen Guo, Weiying Dai, Tuo Zhang & Mir Jalil Razavi. Mechanical hierarchy in the formation and modulation of cortical folding patterns. Scientific Reports 13.1 (2023): 13177.16. Lin Zhao, Lu Zhang, Zihao Wu, Yuzhong Chen, Haixing Dai, Xiaowei Yu, Zhengliang Liu, Tuo Zhang, Xintao Hu, Xi Jiang, Xiang Li, Dajiang Zhu, Dinggang Shen & Tianming Liu. When brain-inspired ai meets agi. Meta-Radiology (2023): 100005. 20221.   Zhibin He, Lei Du, Ying Huang, Xi Jiang, Jinglei Lv, Kaiming Li, Shu Zhang & Tuo Zhang*. Gyral Hinges Account for the Highest Cost and the Highest Communication Capacity in a Corticocortical Network. Cerebral Cortex, 32.16 (2022): 3359-3376. 2.   Songyao Zhang, Poorya Chavoshnejad, Xiao Li, Lei Guo, Xi Jiang, Junwei Han, Li, Wang, Gang Li, Xianqiao Wang, Tianming Liu, Mir Jalil Razavi, Shenmin Zhang & Tuo Zhang*. Gyral peaks: Novel gyral landmarks in developing macaque brains. Human Brain Mapping, 43.15 (2022): 4540-4555. (候选封面期刊)3.   Xiao, Li, Songyao Zhang, Xi Jiang, Shu Zhang, Junwei Han, Lei Guo & Tuo Zhang*. Cortical development coupling between surface area and sulcal depth on macaque brains. Brain Structure and Function, 227.3 (2022): 1013-1029. 4.   Shu, Zhang, Ruoyang Wang, Junxin Wang, Zhibin He, Jinru Wu, Yanqing Kang, Yin Zhang, Huan Gao, Xintao Hu & Tuo Zhang*. Differentiate preterm and term infant brains and characterize the corresponding biomarkers via DICCCOL-based multi-modality graph neural networks. Frontiers in Neuroscience, 16 (2022). 5.   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. 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI). IEEE, 2022.6.   Lin Zhao, Zihao Wu, Haixing Dai, Zhengliang Liu, Tuo Zhang, Dajiang Zhu & Tianming Liu. Embedding human brain function via transformer. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (医学图像领域顶级会议, CCF B). Cham: Springer Nature Switzerland, 2022. 7.   Mingxin Jiang, Yuzhong Chen, Jiadong Yan, Zhenxiang Xiao, Wei Mao, Boyu Zhao, Shimin Yang, Zhongbo Zhao, Tuo Zhang, Lei Guo, Benjamin Becker, Dezhong Yao, Keith M. Kendrick, Xi Jiang. Anatomy-guided spatio-temporal graph convolutional networks (AG-STGCNs) for modeling functional connectivity between gyri and sulci across multiple task domains. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), (2023).8.   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 Analysis 80 (2022): 102518.9.   Shu Zhang, Ruoyang Wang, Zhen Han, Sigang Yu, Huan Gao, Xi Jiang, Tuo Zhang. A DICCCOL-based K-nearest landmark detection method for identifying common and consistent 3-hinge gyral folding landmarks. Chaos, Solitons & Fractals 158 (2022): 112018. 10. Yuzhong Chen, Jiadong Yan, Mingxin Jiang, Tuo Zhang, Zhongbo Zhao, Weihua Zhao, Jian Zheng, Dezhong Yao, Rong Zhang, Keith M. Kendrick, Xi Jiang. Adversarial learning based node-edge graph attention networks for autism spectrum disorder identification. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), (2023). 20211.    Xi, Jiang, Tuo Zhang*, Shu, Zhang, Keith M. Kendrick & Tianming Liu. Fundamental functional differences between gyri and sulci: implications for brain function, cognition, and behavior. Psychoradiology, 1.1 (2021): 23-41. 2.    Xiao, Li, Tao Liu, Yujie Li, Qing Li, Xianqiao Wang, Xintao Hu, Kaiming Li, Tuo Zhang* & Tianming Liu. Marmoset brain ISH data revealed molecular difference between cortical folding patterns. Cerebral Cortex 31.3 (2021): 1660-1674. 3.    Lin, Zhao, Tuo Zhang*, Kaiming Li, Tianming Liu & Xi Jiang. Gyral-sulcal contrast in intrinsic functional brain networks across task performances. Brain Imaging and Behavior, 15 (2021): 1483-1498. 4.    Shu, Zhang#, Zhibin He#, Lei Du, Yin Zhang, Sigang Yu, Ruoyang Wang, Xintao Hu, Xi Jiang & Tuo Zhang*. Joint Analysis of Functional and Structural Connectomes Between Preterm and Term Infant Brains via Canonical Correlation Analysis With Locality Preserving Projection. Frontiers in Neuroscience, 15 (2021): 724391 5.    Xi Jiang#, Tuo Zhang#, Shu Zhang, Keith M Kendrick, Tianming Liu. Fundamental functional differences between gyri and sulci: implications for brain function, cognition, and behavior. Psychoradiology 1.1 (2021): 23-41.6.    Poorya Chavoshnejad, Xiao Li, Songyao Zhang, Weiying Dai, Lana Vasung, Tianming Liu, Tuo Zhang, Xianqiao Wang, Mir Jalil Razavi. Role of axonal fibers in the cortical folding patterns: A tale of variability and regularity. Brain Multiphysics 2 (2021): 100029.7.    Jiadong Yan, Yuzhong Chen, Shimin Yang, Shu Zhang, Mingxin Jiang, Zhongbo Zhao, Tuo Zhang, Yu Zhao, Benjamin Becker, Tianming Liu, Keith Kendrick & Xi Jiang. Multi-head GAGNN: A Multi-head Guided Attention Graph Neural Network for Modeling Spatio-temporal Patterns of Holistic Brain Functional Networks. Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th International Conference (MICCAI) (医学图像领域顶级会议, CCF B), 2021.8.    Lin Zhao, Haixing Dai, Xi Jiang, Tuo Zhang, Dajiang Zhu & Tianming Liu. Exploring the functional difference of gyri/sulci via hierarchical interpretable autoencoder. Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th International Conference (MICCAI) (医学图像领域顶级会议, CCF B), 2021.9.    Jiadong Yan, Yu Zhao, Mingxin Jiang, Shu Zhang, Tuo Zhang, Shimin Yang, Yuzhong Chen, Zhongbo Zhao, Zhibin He, Benjamin Becker, Tianming Liu, Keith Kendrick & Xi Jiang. A Guided Attention 4D Convolutional Neural Network for Modeling Spatio-Temporal Patterns of Functional Brain Networks. Pattern Recognition and Computer Vision: 4th Chinese Conference, PRCV 2021.  20201.   Tuo Zhang*, Ying Huang, Lin Zhao, Zhibin He, Xi Jiang, Kaiming Xiao, Liping Hu & Tianming Liu. Identifying Cross-individual Correspondences of 3-hinge Gyri. Medical Image Analysis, 63 (2020): 101700. 2.   Tuo Zhang*, Xiao Li, Xi Jiang, Fangfei Ge & Tianming Liu. Cortical 3-hinges could serve as hubs in cortico-cortical connective network. Brain Imaging and Behavior, 14 (2020): 2512-2529. 3.   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 2020, Held in Conjunction with MICCAI 2020. 4.   Songyao, Zhang, Lei Du, Jinglei Lv, Zhibin He, Xi Jiang, Lei Guo, Li Wang, Tianming Liu, Dinggang Shen, Gang Li & Tuo Zhang*. Gyral Growth Patterns of Macaque Brains Revealed by Scattered Orthogonal Nonnegative Matrix Factorization. MLMI 2020, Held in Conjunction with MICCAI 2020.  20191.   Tuo Zhang*, Xiao Li, Lin Zhao, Ying Huang, Zhibin He, Lei Guo & Tianming Liu. Group-Wise Graph Matching of Cortical Gyral Hinges. Medical Image Computing and Computer Assisted Intervention–MICCAI 2019. 2.   Ying, Huang, Zhibin He, Lei Guo, Tianming Liu & Tuo Zhang*. Multi-view Graph Matching of Cortical Landmarks. Medical Image Computing and Computer Assisted Intervention–MICCAI 2019. 3.   Lin, Zhao, Huan Liu, Xi Jiang, Shijie Zhao, Zhibin He, Tianming Liu, Lei Guo & Tuo Zhang. A task performance-guided model of functional networks identification. 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019). IEEE, 2019. 4.   Ying, Huang, Zhibin He, Tianming Liu, Lei Guo & Tuo Zhang*. Identification of abnormal cortical 3-hinge folding patterns on autism spectral brains. MBIA and MFCA 2019, Held in Conjunction with MICCAI 2019.5.   Zhibin, He, Ying Huang, Tianming Liu, Lei Guo, Lei Du & Tuo Zhang*. 2019. "Species-Preserved Structural Connections Revealed by Sparse Tensor CCA. MBIA and MFCA 2019, Held in Conjunction with MICCAI 2019.20181.   Tuo Zhang*, Hanbo Chen, Mir Jalil Razavi, Yujie Li, Fangfei Ge, Kaiming Li, Xianqiao Wang&Tianming Liu. Exploring 3-hinge gyral folding patterns among HCP Q3 868 human subjects. Human Brain Mapping, 39.10 (2018): 4134-4149. 2.   Tuo Zhang*, Jun Kong, Ke Jing, Hanbo Chen, Xi Jiang, Longchuan Li, Lei Guo, Jianfeng Lu, Xiaoping Hu & Tianming Liu. Optimization of macaque brain DMRI connectome by neuron tracing and myelin stain data. Computerized Medical Imaging and Graphics, 69 (2018): 9-20. 3.   Tuo Zhang*, Xiao Li, Lin Zhao, Ying Huang, Lei Guo & Tianming Liu. Identification of Species-Preserved Cortical Landmarks. Medical Image Computing and Computer Assisted Intervention–MICCAI 2019.  20171.   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. Commonly preserved and species-specific gyral folding patterns across primate brains. Brain structure & function, 222 (2017): 2127-2141. 2.   Razavi, Mir Jalil, Tuo Zhang, Hanbo Chen, Yujie Li, Simon Platt, Yu Zhao, Lei Guo, Xiaoping Hu, Xianqiao Wang & Tuo Zhang*. Radial Structure Scaffolds Convolution Patterns of Developing Cerebral Cortex. Frontiers in computational neuroscience, 11 (2017): 76.3.   Tuo Zhang*, Mir Jalil Razavi, Hanbo Chen, Yujie Li, Xiao Li, Longchuan Li, Lei Guo, Xiaoping Hu, Tianming Liu & Xianqiao Wang. Mechanisms of circumferential gyral convolution in primate brains. Journal of Computational Neuroscience, 42 (2017): 217-229. 4.   Xiao, Li, Tuo Zhang*, Qinglin Dong, Shu Zhang & Tianming Liu. "Predicting cortical 3-hinge locations via structural connective features." 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017). IEEE, 2017. 5.   Tuo Zhang*, Xiao Li, Lin Zhao, Xintao Hu, Tianming Liu & Lei Guo. "Multi-way Regression Reveals Backbone of Macaque Structural Brain Connectivity in Longitudinal Datasets." Medical Image Computing and Computer Assisted Intervention? MICCAI 2017: 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I 20. Springer International Publishing, 2017.  2016 1.   Tuo Zhang, Mir Jalil Razavi, Xiao Li, Hanbo Chen, Tianming Liu & Xianqiao Wang. Mechanism of Consistent Gyrus Formation: an Experimental and Computational Study. Scientific reports, 6.1 (2016): 1-11. 2.   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 analysis, 32 (2016): 32-45. 3.   Xiao, Li, Tuo Zhang*, Tao Liu, Jinglei Lv, Xintao Hu, Lei Guo & Tianming Liu. (2016, April). A data-driven method to study brain structural connectivities via joint analysis of microarray data and dMRI data. In 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (pp. 829-832). IEEE, 2016.  2015 1.   Tuo, Zhang, Jun Kong, Ke Jing, Hanbo Chen, Xi Jiang, Longchuan Li, Lei Guo, Jianfeng Lu, Xiaoping Hu & Tianming Liu. 2015. “Multi-scale and multimodal fusion of tract-tracing, myelin stain and DTI-derived fibers in macaque brains.” In Medical Image Computing and Computer-AssistedIntervention--MICCAI 2015: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part II 18, 246-254. Springer. 2.   Ke, Jing, Tuo Zhang, Jianfeng Lu, Hanbo Chen, Xi Jiang, Lei Guo, Longchuan Li, Xiaoping Hu, Jinglei Lv, Bao Ge & Tianming Liu. Multi-scale and multimodal fusion of tract-tracing, myelin stain and DTI-derived fibers in macaque brains. In Medical Image Computing and Computer-Assisted Intervention--MICCAI 2015: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part II 18 (pp. 246-254). Springer International Publishing, 2015. 3.   Tuo, Zhang, Hanbo Chen, Xi Jiang, Bao Ge, Lei Guo & Tianming Liu (2015) "Group-wise consistent sulcal fundi segmentation based on DMRI-derived ODF features." 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI). IEEE, 2015.

张拓