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

Journal Publications

Mingliang Wang, Jiashuang Huang, Mingxia Liu, Daoqiang Zhang. Modeling dynamic characteristics of brain functional connectivity networks using resting-state functional MRI.  Medical Image Analysis, 2021, 71: 102063. [download]

Wenyong Zhu, Liang Sun, Jiashuang Huang, Liangxiu Han, Daoqiang Zhang. Dual Attention Multi-Instance Deep Learning for Alzheimer's Disease Diagnosis with Structural MRI.  IEEE Transactions on Medical Imaging, 2021, 40(9): 2354-2366. [download]

Peng Wan, Fang Chen, Chunrui Liu, Wentao Kong, Daoqiang Zhang. Hierarchical Temporal Attention Network for Thyroid Nodule Recognition Using Dynamic CEUS Imaging.  IEEE Transactions on Medical Imaging, 2021, 40(6): 1646-1660. [download]

Yuqin Wang, Xiaoyu Guan, Shanyu Zhang, Yao Liu, Sha Wang, Pingping Fan, Xiaoyu Du, Shuanghong Yan, Panke Zhang, Hong-Yuan Chen, Wenfei Li, Daoqiang Zhang and Shuo Huang. Structural-profiling of low molecular weight RNAs by nanopore trapping/translocation using Mycobacterium smegmatis porin A.  Nature Communications, 2021, 12(1): 1-14. [download]

Qi Zhu, Huijie Li, Haizhou Ye, Zhiqiang Zhang, Ran Wang, Zizhu Fan, DaoqiangZhang. Incomplete multi-modal brain image fusion for epilepsy classification.  Information Sciences, 2022, 582: 316-333. [download]

Muhammad Yousefnezhad, Alessandro Selvitella, Liangxiu Han, Daoqiang Zhang. Supervised Hyperalignment for multi-subject fMRI data alignment.IEEE Transactions on Cognitive and Developmental Systems, 2021, 13(3): 475-490. [download]

Qi Zhu, Haizhou Ye, Liang Sun, Zhongnian Li, Ran Wang, Feng Shi, Dinggang Shen and Daoqiang Zhang. GACDN: generative adversarial feature completion and diagnosis network for COVID-19. BMC Medical Imaging, 2021, 21(1): 1-13. [download]

Rui Zhang, Qi Zhu, Xiangyu Xu, Daoqiang Zhang, Sheng-Jun Huang. Visual-guided attentive attributes embedding for zero-shot learning.  Neural Networks, 2021, 143: 709-718. [download]

Geng Zhang, Qi Zhu, Jing Yang, Ruting Xu, Zhiqiang Zhang and Daoqiang Zhang. Functional Brain Connectivity Hyper-Network Embedded with Structural Information for Epilepsy Diagnosis. International Journal of Image and Graphics, 2021: 2250029. [download]

Shuo Huang, Liang Sun, Muhammad Yousefnezhad, Meiling Wang, Daoqiang Zhang. Temporal Information Guided Generative Adversarial Networks for Stimuli Image Reconstruction from Human Brain Activities.  IEEE Transactions on Cognitive and Developmental Systems, 2021. [download]

Kai Ma, Wei Shao, Qi Zhu, Daoqiang Zhang. Kernel based statistic: Identifying topological differences in brain networks.  Intelligent Medicine, 2021. [download]

Yueying Zhou, Shuo Huang, Ziming Xu, Pengpai Wang, Xia Wu, Daoqiang Zhang. Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review.  IEEE Transactions on Cognitive and Developmental Systems, 2021. [download]

Nuoya Xu, Qi Zhu, Xiangyu Xu and Daoqiang Zhang. An effective recognition approach for contactless palmprint.  The Visual Computer, 2021, 37(4): 695-705. [download]

Mengting Xu, Tao Zhang, Zhongnian Li, Mingxia Liu, DaoqiangZhang. Towards evaluating the robustness of deep diagnostic models by adversarial attack.  Medical Image Analysis, 2021, 69: 101977. [download]

Xin Zhang, Liangxiu Han, Wenyong Zhu, Liang Sun, Daoqiang Zhang. An Explainable 3D Residual Self-Attention Deep Neural Network For Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI.  IEEE Journal of Biomedical and Health Informatics, 2021. [download]

Meiling Wang, Wei Shao, Xiaoke Hao, Daoqiang Zhang. Identify Complex Imaging Genetic Patterns via Fusion Self-Expressive Network Analysis.  IEEE Transactions on Medical Imaging, 2021, 40(6): 1673-1686. [download]

Lixiang Xu, Lu Bai, Xiaoyi Jiang, Ming Tan, Daoqiang Zhang, Bin Luo. Deep rényi entropy graph kernel. Pattern Recognition, 2021, 111: 107668. [download]

Shuo Huang, Wei Shao, Mei-Ling Wang and Dao-Qiang Zhang. fMRI-based Decoding of Visual Information from Human Brain Activity: A Brief Review. International Journal of Automation and Computing, 2021: 1-15. [download]

Qi Zhu, Jing Yang, Bingliang Xu, Zhenghua Hou, Liang Sun and Daoqiang Zhang. Multimodal Brain Network Jointly Construction and Fusion for Diagnosis of Epilepsy. Frontiers in Neuroscience, 2021: 1121. [download]

Jin Zhang, Ziming Xu, Yueying Zhou, Pengpai Wang, Ping Fu, Xijia Xu and Daoqiang Zhang. An Empirical Comparative Study on the Two Methods of Eliciting Singers' Emotions in Singing: Self-Imagination and VR Training. Frontiers in Neuroscience, 2021: 1052. [download]

Conference Publications

Muhammad Yousefnezhad, Daoqiang Zhang*.  Deep Hyperalignment.  In: 31st Conference on Neural Information Processing Systems (NIPS'17), Long Beach, CA, 2017. [download]

Muhammad Yousefnezhad, Daoqiang Zhang*.  Local Discriminant Hyperalignment for multi-subject fMRI data alignment.  In: 2017 AAAI Conference on Artificial Intelligence (AAAI'17), San Francisco, CA, 2017. [download]

Yi Ding, Shengjun Huang, Daoqiang Zhang*.  Margin Distribution Logistic Machine.  In: 2017 SIAM International Conference on Data Mining (SDM'17), Houston, Texas, 2017. [download]

Muhammad Yousefnezhad, Daoqiang Zhang*.  Multi-Region Neural Representation: A novel model for decoding visual stimuli in human brains.  In: 2017 SIAM International Conference on Data Mining (SDM'17), Houston, Texas, 2017. [download]

Mingliang Wang, Xiaoke Hao, Jiashuang Huang, Kangcheng Wang, Xijia Xu, Daoqiang Zhang*.  Multi-level Multi-task Structured Sparse Learning for Diagnosis of Schizophrenia Disease.  In: International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'17), Quebec City, Canada, 2017. [download]

Liang Sun, Wei Shao, Daoqiang Zhang*.  High-order Boltzmann machine-based unsupervised feature learning for multi-atlas segmentation.  In: IEEE International Symposium on Biomedical Imaging (ISBI'17), Melbourne, Australia, 2017. [download]

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