These papers are made available for personal use only, subject to author's and publisher's copyright.
Journal Publications
Bo Cheng, Mingxia Liu, Heung-Il Su, Dinggang Shen, Daoqiang Zhang, the Alzheimer's Disease Neuroimaging Initiative Multimodal manifold-regularized transfer learning for MCI conversion prediction Brain imaging and behavior. 2015, 9(4): 913-926. [download]
Biao Jie, Daoqiang Zhang*, Bo Cheng, Dinggang Shen*, the Alzheimer's Disease Neuroimaging Initiative Manifold regularized multitask feature learning for multimodality disease classification. Human brain mapping. 2015, 36(2): 489-507. [download]
Mingxia Liu, Daoqiang Zhang*, Dinggang Shen*, the Alzheimer's Disease Neuroimaging Initiative. View‐centralized multi‐atlas classification for Alzheimer's disease diagnosis Human brain mapping. 2015, 36(5): 1847-1865. [download]
Hui-Fu Wang, Lan Tan*, Xiao-KeHao,Teng Jiang, Meng-Shan Tan, Ying Liu, Daoqiang Zhang, Jin-Tai Yu*, the Alzheimer's Disease Neuroimaging Initiative. Effect of EPHA1 genetic variation on cerebrospinal fluid and neuroimaging biomarkers in healthy, mild cognitive impairment and Alzheimer's disease cohorts Journal of Alzheimer's Disease. 2015, 44(1): 115-123 [download]
Chong Wang, Lan Tan*, Hui-Fu Wang, Wan-Jiang Yu, Ying Liu, Teng Jiang, Meng-Shan Tan, Xiao-KeHao, Daoqiang Zhang, Jin-Tai Yu*, the Alzheimer's Disease Neuroimaging Initiative. Common variants in PLD3 and correlation to amyloid-related phenotypes in Alzheimer's disease. Journal of Alzheimer's Disease. 2015, 46(2): 491-495. [download]
Dinggang Shen, Daoqiang Zhang, Alastair Young, BahramParvin. Editorial: Machine Learning and Data Mining in Medical Imaging IEEE journal of biomedical and health informatics. 2015, 19(5): 1587-1588. [download]
Qi Zhu*, Daoqiang Zhang, Han Sun,Zhengming Li. Combining L1-norm and L2-norm based sparse representations for face recognition. Optik-International Journal for Light and Electron Optics. 2015, 126(7): 719-724 [download]
Bo Cheng, Mingxia Liu, Daoqiang Zhang*, Brent C. Munsell, Dinggang Shen*. Domain transfer learning for MCI conversion prediction. IEEE Transactions on Biomedical Engineering. 2015, 62(7): 1805-1817. [download]
Yinghuan Shi, Yaozong Gao, Shu Liao, Daoqiang Zhang, Yang Gao, Dinggang Shen. Semi-Automatic Segmentation of Prostate in CT Images via Coupled Feature Representation and Spatial-Constrained Transductive Lasso. IEEE transactions on pattern analysis and machine intelligence. 2015, 37(11): 2286-2303. [download]
Chen Zu, Biao Jie, Mingxia Liu,Songcan Chen, Dinggang Shen, Daoqiang Zhang. Label-aligned multi-task feature learning for multimodal classification of Alzheimer's disease and mild cognitive impairment. Brain imaging and behavior. 2015: 1-12 [download]
Tingting Ye, Chen Zu, Biao Jie,Dinggang Shen, Daoqiang Zhang. Discriminative multi-task feature selection for multi-modality classification of Alzheimer's disease. Brain imaging and behavior. 2015: 1-11. [download]
Wei Shao, Mingxia Liu, Daoqiang Zhang*. Human cell structure-driven model construction for predicting protein subcellular location from biological images. Bioinformatics.2016,32(1): 114-121. [download]
Ying Liu, Lan Tan, Hui-Fu Wang, Yong Liu, Xiao-KeHao, Chen-Chen Tan, Teng Jiang, Bing Liu, Daoqiang Zhang, Jin-Tai Yu, the Alzheimer's Disease Neuroimaging Initiative Multiple Effect of APOE Genotype on Clinical and Neuroimaging Biomarkers Across Alzheimer's Disease Spectrum Molecular neurobiology. 2015: 1-9 [download]
Mingxia Liu, Daoqiang Zhang, Songcan Chen, Hui Xue Joint binary classifier learning for ecoc-based multi-class classification. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2015, 38(11): 2335-2341. [download]
费飞, 王立鹏, 接标, 张道强*. 判别性子图挖掘方法及其在MCI分类中的应用. 南京大学学报自然科学, 2015(2): 328-334. [download]
张道强, 接标. 基于机器学习的脑网络分析方法及应用. 数据采集与处理, 2015, 30(1):68-76. [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]
