Daoqiang Zhang

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Dinggang ShenProf. and Founding Dean, School of BME, ShanghaiTech University; Co-CEO, United Imaging IntelligenceVerified email at shanghaitech.edu.cn
Songcan ChenNanjing University of Aeronautics & AstronauticsVerified email at nuaa.edu.cn
Mingxia LiuUniversity of North Carolina at Chapel HillVerified email at med.unc.edu
Biao JieAnhui Normal UniversityVerified email at nuaa.edu.cn
Zhi-Hua ZhouNanjing UniversityVerified email at nju.edu.cn
Luping ZhouSchool of Electrical and Computer Engineering, University of SydneyVerified email at sydney.edu.au
Muhammad (Tony) YousefnezhadSenior Data Scientist at Canadian Western BankVerified email at cwbank.com
Pew-Thian YapProfessor of Radiology, Biomedical Engineering, and Computer Science, UNC Chapel HillVerified email at med.unc.edu
Guorong WuAssociate ProfessorVerified email at med.unc.edu
Jun LiuInfinia MLVerified email at asu.edu
Yaozong GaoUnited Imaging Intelligence (UII), ShanghaiVerified email at united-imaging.com
Keren TanFacebook Inc.Verified email at fb.com
Qian WangSchool of Biomedical Engineering, ShanghaiTech UniversityVerified email at shanghaitech.edu.cn
Xiaoyang Tan (谭晓阳)Nanjing University of Aeronautics and AstronauticsVerified email at nuaa.edu.cn
Shu LiaoUnited Imaging IntelligenceVerified email at united-imaging.com
Yinghuan Shi（史颖欢）Nanjing UniversityVerified email at nju.edu.cn
Yang GaoNanjing University, ChinaVerified email at nju.edu.cn
Feiping NieOPTIMALVerified email at mails.tsinghua.edu.cn
Fei Wang, FAMIA, FIAHSI, FACMIProfessor at Cornell UniversityVerified email at med.cornell.edu
Qiang Yang (杨强）Chief AI Officer@WeBank, Prof. Emeritus @HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerified email at cse.ust.hk

Daoqiang Zhang

Nanjing University of Aeronautics and Astronautics

Verified email at nuaa.edu.cn - Homepage

Machine learning pattern recognition medical image analysis data mining


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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	1535	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	1489	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	786	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	452	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	387	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	254	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	214	2016
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
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	201	2020
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	188	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	186	2014

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