These papers are made available for personal use only, subject to author's and publisher's copyright.
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]
