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
Weida Li, Mingxia Liu, Fang Chen, Daoqiang Zhang. Graph-based decoding model for functional alignment of unaligned fMRI data.Proceedings of the AAAI Conference on Artificial Intelligence. 2020, 34(03): 2653-2660. [download]
Zhongnian Li, Tao Zhang, Ruoyu Chen, Daoqiang Zhang. MRI Measurement Matrix Learning via Correlation Reweighting. Proceedings of the 28th ACM International Conference on Multimedia. 2020: 2737-2745. [download]
Weida Li, Mingxia Liu, Fang Chen, Daoqiang Zhang. Graph-based decoding model for functional alignment of unaligned fMRI data.Proceedings of the AAAI Conference on Artificial Intelligence. 2020, 34(03): 2653-2660. [download]
Shuo Huang, Liang Sun, Muhammad Yousefnezhad, Meiling Wang, Daoqiang Zhang. Perceived Image Reconstruction from Human Brain Activity via Time-Series Information Guided Generative Adversarial Networks. International Conference on Neural Information Processing. Springer, Cham, 2020: 156-163. [download]
Peng Wan, Daoqiang Zhang. Depth-Adaptive Discriminant Projection with Optimal Transport. Chinese Conference on Pattern Recognition and Computer Vision (PRCV). Springer, Cham, 2020: 164-174. [download]
Jiashuang Huang, Xu LiMing, liang Wang, Daoqiang Zhang. Hierarchical Representation Learning of Dynamic Brain Networks for Schizophrenia Diagnosis. Chinese Conference on Pattern Recognition and Computer Vision (PRCV). Springer, Cham, 2020: 470-479. [download]
Chunxiang Feng, Biao Jie, Xintao Ding, Daoqiang Zhang, Mingxia Liu. Constructing High-Order Dynamic Functional Connectivity Networks from Resting-State fMRI for Brain Dementia Identification. International Workshop on Machine Learning in Medical Imaging. Springer, Cham, 2020: 303-311. [download]
Jing Yang, Qi Zhu, Rui Zhang, Jiashuang Huang, Daoqiang Zhang. Unified brain network with functional and structural data.International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2020: 114-123. [download]
Junyi Zhang, Peng Wan, Daoqiang Zhang. Transport-Based Joint Distribution Alignment for Multi-site Autism Spectrum Disorder Diagnosis Using Resting-State fMRI.International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2020: 444-453. [download]
Peng Wan, Fang Chen, Xiaowei Zhu, Chunrui Liu, Yidan Zhang, Wentao Kong, Daoqiang Zhang. CEUS-Net: Lesion segmentation in dynamic contrast-enhanced ultrasound with feature-reweighted attention mechanism.2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI). IEEE, 2020: 1816-1819. [download]
