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Journal Publications

 Daoqiang Zhang, Dinggang Shen*.  Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease.  Neuroimage. 2012, 59(2): 895-907.                    [download]

 Chong-Yaw Wee, Pew-Thian Yap, Daoqiang Zhang, Kevin Denny, Jeffrey N. Browndyke, Guy G. Potter, Kathleen A. Welsh-Bohmer, Lihong Wang, Dinggang Shen*.  Identification of MCI individuals using structural and functional connectivity networks.  Neuroimage. 2012, 59(3): 2045-2056.                    [download]

 Manhua Liu, Daoqiang Zhang, Dinggang Shen*.  Ensemble sparse classification of Alzheimer's disease.  NeuroImage. 2012, 60(2): 1106-1116.                    [download]

 Daoqiang Zhang, Dinggang Shen*.  Predicting future clinical changes of MCI patients using longitudinal and multimodal biomarkers.  PloS one. 2012, 7(3): e33182-e33182.                    [download]

 高山, 祖辰, 张道强  一种基于约束的中垂面相似度准则.  计算机研究与发展, 2012, 49(11):2283-2288.                    [download]

 郭云, 张道强, 宋通. 基于约束的典型相关分析集成学习算法.  模式识别与人工智能, 2012, 25(5):133-140.                    [download]

 程波, 张道强*. 基于多模态相关向量回归机的老年痴呆症临床变量预测.  南京大学学报自然科学, 2012, 48(2):25-31.                    [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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