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
Daoqiang Zhang, Dinggang Shen. Semi-supervised multimodal classification of Alzheimer's disease. The 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro. IEEE, 2011: 1628-1631. [download]
Daoqiang Zhang, Dinggang Shen. Multi-modal multi-task learning for joint prediction of clinical scores in alzheimer's disease. International Workshop on Multimodal Brain Image Analysis. Heidelberg Berlin: Springer, 2011: 60-67. [download]
Daoqiang Zhang, Guorong Wu, Hongjun Jia, Dinggang Shen. Confidence-guided sequential label fusion for multi-atlas based segmentation. International Conference on Medical Image Computing and Computer-Assisted Intervention. Heidelberg Berlin: Springer, 2011: 643-650. [download]
Chong-Yaw Wee, Pew-Thian Yap, Daoqiang Zhang, Kevin Denny, Lihong Wang, Dinggang Shen. Identification of individuals with MCI via multimodality connectivity networks. International Conference on Medical Image Computing and Computer-Assisted Intervention. Heidelberg Berlin: Springer, 2011: 277-284. [download]
Bo Cheng, Daoqiang Zhang, SongCan Chen, Dinggang Shen. Predicting clinical scores using semi-supervised multimodal relevance vector regression. International Workshop on Machine Learning in Medical Imaging. Heidelberg Berlin: Springer, 2011: 241-248. [download]
Daoqiang Zhang, Dinggang Shen. MultiCost: Multi-stage Cost-sensitive Classification of Alzheimer's Disease. International Workshop on Machine Learning in Medical Imaging. Heidelberg Berlin: Springer, 2011: 344-351. [download]
