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