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 LiuUNC-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 Information Engineering, University of SydneyVerified email at sydney.edu.au
Muhammad (Tony) YousefnezhadPostDoc at University of AlbertaVerified email at ualberta.ca
Pew-Thian YapProfessor of Radiology, Biomedical Engineering, and Computer Science, UNC Chapel HillVerified 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
Guorong WuAssistant ProfessorVerified email at med.unc.edu
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, FACMIAssociate Professor at Cornell UniversityVerified email at med.cornell.edu
Qiang Yang (杨强）Chief AI Officer@WeBank, Chair Prof.@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	1443	2004
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	1367	2007
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	1293	2011
(2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition D Zhang, ZH Zhou Neurocomputing 69 (1-3), 224-231, 2005	748	2005
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	741	2004
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	685	2012
Semi-supervised dimensionality reduction D Zhang, ZH Zhou, S Chen Proceedings of the 2007 SIAM International Conference on Data Mining, 629-634, 2007	437	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	409	2012
Clustering incomplete data using kernel-based fuzzy c-means algorithm DQ Zhang, SC Chen Neural processing letters 18, 155-162, 2003	377	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	351	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	291*	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	279	2008
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	247	2005
Diagonal principal component analysis for face recognition D Zhang, ZH Zhou, S Chen Pattern recognition 39 (1), 140-142, 2006	227	2006
Enhanced (PC) 2A for face recognition with one training image per person S Chen, D Zhang, ZH Zhou Pattern Recognition Letters 25 (10), 1173-1181, 2004	186	2004
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	181	2016
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	173	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	168	2015
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	160	2014
Hybrid neural network and C4. 5 for misuse detection ZS Pan, SC Chen, GB Hu, DQ Zhang Proceedings of the 2003 International Conference on Machine Learning and …, 2003	154	2003

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