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
Lipeng Wang, FeiFei, Biao Jie, Daoqiang Zhang* Combining multiple network features for mild cognitive impairment classification. The 2014 IEEE International Conference on Data Mining Workshop. IEEE, 2014: 996-1003. [download]
Biao Jie, Dinggang Shen, Daoqiang Zhang* Brain connectivity hyper-network for MCI classification International Conference on Medical Image Computing and Computer-Assisted Intervention. Heidelberg Berlin: Springer, 2014: 724-732. [download]
Xiaoke Hao, Jintai Yu, Daoqiang Zhang* Identifying Genetic Associations with MRI-derived Measures via Tree-Guided Sparse Learning. International Conference on Medical Image Computing and Computer-Assisted Intervention. Heidelberg Berlin: Springer, 2014: 757-764. [download]
Fei Fei, Biao Jie, Lipeng Wang, Daoqiang Zhang* Discriminative subnetwork mining for multiple thresholded connectivity-networks-based classification of mild cognitive impairment. 2014 International Workshop on Pattern Recognition in Neuroimaging. IEEE, 2014: 1-4. [download]
Biao Jie, Xi Jiang, Chen Zu, Daoqiang Zhang*. The New Graph Kernels on Connectivity Networks for Identification of MCI. International Workshop on Machine Learning and Interpretation in Neuroimaging. Heidelberg Berlin: Springer, 2014: 12-20. [download]
Chen Zu, Biao Jie, Songcan Chen, Daoqiang Zhang* Label-alignment-based multi-task feature selection for multimodal classification of brain disease. International Workshop on Machine Learning and Interpretation in Neuroimaging. Heidelberg Berlin: Springer, 2014: 51-59. [download]
