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Journal Publications

Daoqiang Zhang*, Jiashuang Huang, Biao Jie, Junqiang Du, Liyang Tu, Mingxia Liu*.  Ordinal Pattern: A New Descriptor for Brain Connectivity Networks. IEEE transactions on medical imaging, 2018, 37(7): 1711-1722.    [download]

Muhammad Yousefnezhad, Sheng-Jun Huang, Daoqiang Zhang*.  WoCE: a framework for clustering ensemble by exploiting the wisdom of Crowds theory. IEEE Transactions on Cybernetics, 2018, 48(2): 486-499.    [download]

Biao Jie, Mingxia Liu, Daoqiang Zhang*, Dinggang Shen*.  Sub-network Kernels for Measuring Similarity of Brain Connectivity Networks in Disease Diagnosis. IEEE Transactions on Image Processing, 2018, 27(5): 2340-2353.    [download]

Qi Zhu, Jiuwen Zhu, Mingxia Liu, Xijia Xu, Daoqiang Zhang.  Multi-Region Correlation Based Functional Brain Network for Disease Diagnosis and Cognitive States Detection. IEEE Access, 2018, 6: 78065-78076.    [download]

Daoqiang Zhang, Liyang Tu, Long-Jiang Zhang, Biao Jie, Guang-Ming Lu.  Subnetwork mining on functional connectivity network for classification of minimal hepatic encephalopathy. Brain imaging and behavior, 2018, 12(3): 901-911.    [download]

Xiaoke Hao, Xiaohui Yao, Shannon L Risacher, Andrew J Saykin, Jintai Yu, Huifu Wang, Lan Tan, Li Shen, Daoqiang Zhang.  Identifying candidate genetic associations with MRI-derived AD-related ROI via tree-guided sparse learning. IEEE/ACM transactions on computational biology and bioinformatics, 2018, 16(6): 1986-1996.    [download]

Conference Publications

Xiaoliang Sheng, Muhammad Yousefnezhad, Tonglin Xu, Ning Yuan, Daoqiang Zhang.  Gradient-based Representational Similarity Analysis with Searchlight for Analyzing fMRI Data. Chinese Conference on Pattern Recognition and Computer Vision (PRCV). Springer, Cham, 2018: 304-315.    [download]

Liang Sun, Daoqiang Zhang, Li Wang, Wei Shao, Zengsi Chen, Weili Lin, Dinggang Shen, Gang Li.  Topological correction of infant cortical surfaces using anatomically constrained U-net. International Workshop on Machine Learning in Medical Imaging. Springer, Cham, 2018: 125-133.    [download]

Wei Shao, Jun Cheng, Liang Sun, Zhi Han, Qianjin Feng, Daoqiang Zhang, Kun Huang.  Ordinal multi-modal feature selection for survival analysis of early-stage renal cancer. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'18). Springer, Cham, 2018: 648-656.    [download]

Mingliang Wang, Daoqiang Zhang, Jiashuang Huang, Dinggang Shen, Mingxia Liu.  Low-rank representation for multi-center autism spectrum disorder identification. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'18). Springer, Cham, 2018: 647-654.    [download]

Bingcheng Mao, Jiashuang Huang, Daoqiang Zhang.  Node based row-filter convolutional neural network for brain network classification. Pacific Rim International Conference on Artificial Intelligence. Springer, Cham, 2018: 1069-1080.    [download]

Tonglin Xu, Muhammad Yousefnezhad, Daoqiang Zhang.  Gradient Hyperalignment for multi-subject fMRI data alignment. Pacific Rim International Conference on Artificial Intelligence. Springer, Cham, 2018: 1058-1068.    [download]

Yi Ding, Weiqing Liu, Jiang Bian, Daoqiang Zhang, Tie-Yan Liu.  Investor-imitator: A framework for trading knowledge extraction. Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2018: 1310-1319.    [download]

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