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Daoqiang Zhang
Titlu
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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
15342004
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
14842011
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
14632007
(2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition
D Zhang, ZH Zhou
Neurocomputing 69 (1-3), 224-231, 2005
7962005
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
7872012
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
7852004
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
4522012
Semi-supervised dimensionality reduction
D Zhang, ZH Zhou, S Chen
Proceedings of the 2007 SIAM International Conference on Data Mining, 629-634, 2007
4512007
Clustering incomplete data using kernel-based fuzzy c-means algorithm
DQ Zhang, SC Chen
Neural processing letters 18, 155-162, 2003
4142003
Ensemble sparse classification of Alzheimer's disease
M Liu, D Zhang, D Shen, Alzheimer's Disease Neuroimaging Initiative
NeuroImage 60 (2), 1106-1116, 2012
3902012
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
335*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
2962008
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
2512020
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
2502005
Diagonal principal component analysis for face recognition
D Zhang, ZH Zhou, S Chen
Pattern recognition 39 (1), 140-142, 2006
2322006
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
2162016
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
2032020
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
1972021
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
1972015
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
1872014
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