| Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure S Chen, D Zhang IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 34 …, 2004 | 1537 | 2004 |
| Multimodal classification of Alzheimer's disease and mild cognitive impairment D Zhang, Y Wang, L Zhou, H Yuan, D Shen, ... Neuroimage 55 (3), 856-867, 2011 | 1490 | 2011 |
| Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation W Cai, S Chen, D Zhang Pattern recognition 40 (3), 825-838, 2007 | 1463 | 2007 |
| (2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition D Zhang, ZH Zhou Neurocomputing 69 (1-3), 224-231, 2005 | 798 | 2005 |
| Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease D Zhang, D Shen, Alzheimer's Disease Neuroimaging Initiative NeuroImage 59 (2), 895-907, 2012 | 789 | 2012 |
| A novel kernelized fuzzy c-means algorithm with application in medical image segmentation DQ Zhang, SC Chen Artificial intelligence in medicine 32 (1), 37-50, 2004 | 786 | 2004 |
| Semi-supervised dimensionality reduction D Zhang, ZH Zhou, S Chen Proceedings of the 2007 SIAM International Conference on Data Mining, 629-634, 2007 | 453 | 2007 |
| Identification of MCI individuals using structural and functional connectivity networks CY Wee, PT Yap, D Zhang, K Denny, JN Browndyke, GG Potter, ... Neuroimage 59 (3), 2045-2056, 2012 | 450 | 2012 |
| Clustering incomplete data using kernel-based fuzzy c-means algorithm DQ Zhang, SC Chen Neural processing letters 18, 155-162, 2003 | 415 | 2003 |
| Ensemble sparse classification of Alzheimer's disease M Liu, D Zhang, D Shen, Alzheimer's Disease Neuroimaging Initiative NeuroImage 60 (2), 1106-1116, 2012 | 388 | 2012 |
| Predicting future clinical changes of MCI patients using longitudinal and multimodal biomarkers D Zhang, D Shen, Alzheimer's Disease Neuroimaging Initiative PloS one 7 (3), e33182, 2012 | 336* | 2012 |
| Constraint score: A new filter method for feature selection with pairwise constraints D Zhang, S Chen, ZH Zhou Pattern Recognition 41 (5), 1440-1451, 2008 | 298 | 2008 |
| Adaptive feature selection guided deep forest for covid-19 classification with chest ct L Sun, Z Mo, F Yan, L Xia, F Shan, Z Ding, B Song, W Gao, W Shao, F Shi, ... IEEE Journal of Biomedical and Health Informatics 24 (10), 2798-2805, 2020 | 255 | 2020 |
| A new face recognition method based on SVD perturbation for single example image per person D Zhang, S Chen, ZH Zhou Applied Mathematics and computation 163 (2), 895-907, 2005 | 251 | 2005 |
| Diagonal principal component analysis for face recognition D Zhang, ZH Zhou, S Chen Pattern recognition 39 (1), 140-142, 2006 | 231 | 2006 |
| Relationship induced multi-template learning for diagnosis of Alzheimer’s disease and mild cognitive impairment M Liu, D Zhang, D Shen IEEE transactions on medical imaging 35 (6), 1463-1474, 2016 | 216 | 2016 |
| A survey on deep learning for neuroimaging-based brain disorder analysis L Zhang, M Wang, M Liu, D Zhang Frontiers in neuroscience 14, 779, 2020 | 202 | 2020 |
| Domain transfer learning for MCI conversion prediction B Cheng, M Liu, D Zhang, BC Munsell, D Shen IEEE Transactions on Biomedical Engineering 62 (7), 1805-1817, 2015 | 202 | 2015 |
| Dual attention multi-instance deep learning for Alzheimer’s disease diagnosis with structural MRI W Zhu, L Sun, J Huang, L Han, D Zhang IEEE Transactions on Medical Imaging 40 (9), 2354-2366, 2021 | 191 | 2021 |
| Group-constrained sparse fMRI connectivity modeling for mild cognitive impairment identification CY Wee, PT Yap, D Zhang, L Wang, D Shen Brain Structure and Function 219, 641-656, 2014 | 187 | 2014 |
Dinggang ShenProf. and Founding Dean, School of BME, ShanghaiTech University; Co-CEO, United Imaging Intelligence確認したメール アドレス: shanghaitech.edu.cn