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2020 – today
- 2020
[j36]Haipeng Liu
, Defeng Wang, Xinyi Leng, Dingchang Zheng, Fei Chen, Lawrence Ka Sing Wong, Lin Shi, Thomas Wai Hong Leung:
State-of-the-Art Computational Models of Circle of Willis With Physiological Applications: A Review. IEEE Access 8: 156261-156273 (2020)- [j35]Jinpeng Li, Yishan Luo, Lin Shi, Xin Zhang, Ming Li, Bing Zhang, Defeng Wang:
Automatic fetal brain extraction from 2D in utero fetal MRI slices using deep neural network. Neurocomputing 378: 335-349 (2020) - [j34]Gaoyi Lei, Yuanqing Xia, Di-Hua Zhai, Wei Zhang, Duanduan Chen, Defeng Wang:
StainCNNs: An efficient stain feature learning method. Neurocomputing 406: 267-273 (2020)
2010 – 2019
- 2019
- [j33]Pan Sun, Defeng Wang, Vincent C. T. Mok, Lin Shi:
Comparison of Feature Selection Methods and Machine Learning Classifiers for Radiomics Analysis in Glioma Grading. IEEE Access 7: 102010-102020 (2019) - [j32]Xuesong Lu, Yunfei Zha, Yuchuan Qiao, Defeng Wang:
Feature-Based Deformable Registration Using Minimal Spanning Tree for Prostate MR Segmentation. IEEE Access 7: 138645-138656 (2019) - [j31]Ryan Wen Liu, Wei Yin, Lin Shi, Jinming Duan, Simon Chun-Ho Yu, Defeng Wang:
Undersampled CS image reconstruction using nonconvex nonsmooth mixed constraints. Multim. Tools Appl. 78(10): 12749-12782 (2019) - [j30]Lin Shi, Wutao Lou, Adrian Wong, Fan Zhang, Jill M. Abrigo, Winnie C. W. Chu, Timothy C. Y. Kwok, Kelvin Kian Loong Wong, Derek Abbott, Defeng Wang, Vincent C. T. Mok:
Neural evidence for long-term marriage shaping the functional brain network organization between couples. NeuroImage 199: 87-92 (2019) - 2018
- [j29]Zhifan Gao, Heye Zhang, Defeng Wang, Min Guo, Huafeng Liu, Ling Zhuang, Pengcheng Shi:
Robust recovery of myocardial kinematics using dual ℋ ∞ H∞ criteria. Multim. Tools Appl. 77(17): 23043-23071 (2018) - [j28]Rongzhao Zhang, Lei Zhao, Wutao Lou, Jill M. Abrigo, Vincent C. T. Mok, Winnie C. W. Chu, Defeng Wang, Lin Shi:
Automatic Segmentation of Acute Ischemic Stroke From DWI Using 3-D Fully Convolutional DenseNets. IEEE Trans. Medical Imaging 37(9): 2149-2160 (2018) - 2017
- [j27]Kelvin Kian Loong Wong, Liansheng Wang, Defeng Wang:
Recent developments in machine learning for medical imaging applications. Comput. Medical Imaging Graph. 57: 1-3 (2017) - [j26]Junbin Huang, He Liu, Defeng Wang, James F. Griffith, Lin Shi:
Talar dome detection and its geometric approximation in CT: Sphere, cylinder or bi-truncated cone? Comput. Medical Imaging Graph. 57: 62-66 (2017) - [j25]Teng Zhang, Defeng Wang, Qing Zhang, Jianlin Wu, Jian Lv, Lin Shi:
Supervoxel-based statistical analysis of diffusion tensor imaging in schizotypal personality disorder. NeuroImage 163: 368-378 (2017) - [j24]Ryan Wen Liu, Lin Shi, Simon Chun-Ho Yu, Naixue Xiong, Defeng Wang:
Reconstruction of Undersampled Big Dynamic MRI Data Using Non-Convex Low-Rank and Sparsity Constraints. Sensors 17(3): 509 (2017) - [c21]Ryan Wen Liu, Lin Shi, Simon C. H. Yu, Defeng Wang:
Hybrid regularization for compressed sensing MRI: Exploiting shearlet transform and group-sparsity total variation. FUSION 2017: 1-8 - [p1]Hao Chen, Qi Dou, Lequan Yu, Jing Qin, Lei Zhao, Vincent C. T. Mok, Defeng Wang, Lin Shi, Pheng-Ann Heng:
Deep Cascaded Networks for Sparsely Distributed Object Detection from Medical Images. Deep Learning for Medical Image Analysis 2017: 133-154 - 2016
- [j23]Jian Lv, Changzheng Shi, Yanjia Deng, Wutao Lou, Jing Hu, Lin Shi, Liangping Luo, Defeng Wang:
The brain effects of laser acupuncture at thirteen ghost acupoints in healthy individuals: A resting-state functional MRI investigation. Comput. Medical Imaging Graph. 54: 48-54 (2016) - [j22]Defeng Wang, Yishan Luo, Vincent C. T. Mok, Winnie C. W. Chu, Lin Shi:
Tractography atlas-based spatial statistics: Statistical analysis of diffusion tensor image along fiber pathways. NeuroImage 125: 301-310 (2016) - [j21]Qi Dou, Hao Chen, Lequan Yu, Lei Zhao, Jing Qin, Defeng Wang, Vincent C. T. Mok, Lin Shi, Pheng-Ann Heng:
Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks. IEEE Trans. Medical Imaging 35(5): 1182-1195 (2016) - [c20]Haipeng Liu, Defeng Wang, Ka Sing Wong, Yinglan Gong, Ling Xia:
An improved spherical coordinate system applied in oculomotor system-the possibility for rapid strabismus diagnosis. ICNC-FSKD 2016: 729-733 - [c19]Jinpeng Li, Rongzhao Zhang, Lin Shi, Defeng Wang:
Automatic Whole-Heart Segmentation in Congenital Heart Disease Using Deeply-Supervised 3D FCN. RAMBO+HVSMR@MICCAI 2016: 111-118 - 2015
- [j20]Chengfeng Wen, Defeng Wang, Lin Shi, Winnie C. W. Chu, Jack Chun Yiu Cheng, Lok Ming Lui:
Landmark constrained registration of high-genus surfaces applied to vestibular system morphometry. Comput. Medical Imaging Graph. 44: 1-12 (2015) - [j19]Ryan Wen Liu, Lin Shi, Simon C. H. Yu, Defeng Wang:
Box-constrained second-order total generalized variation minimization with a combined L1, 2 data-fidelity term for image reconstruction. J. Electronic Imaging 24(3): 033026 (2015) - [j18]Defeng Wang, Lin Shi, Winnie C. W. Chu, Miao Hu, Brian Tomlinson, Wen-Hua Huang, Tianfu Wang, Pheng-Ann Heng, David Ka Wai Yeung, Anil T. Ahuja:
Fully automatic and nonparametric quantification of adipose tissue in fat-water separation MR imaging. Medical Biol. Eng. Comput. 53(11): 1247-1254 (2015) - [c18]Qi Dou, Hao Chen, Lequan Yu, Lin Shi, Defeng Wang, Vincent C. T. Mok, Pheng-Ann Heng:
Automatic cerebral microbleeds detection from MR images via Independent Subspace Analysis based hierarchical features. EMBC 2015: 7933-7936 - 2014
- [j17]Minqi Zhang, Fang Li, Xingce Wang, Zhongke Wu, Shi-Qing Xin, Lok Ming Lui, Lin Shi, Defeng Wang, Ying He:
Automatic registration of vestibular systems with exact landmark correspondence. Graph. Model. 76(5): 532-541 (2014) - [j16]Defeng Wang, You-Yong Kong, Winnie C. W. Chu, Cindy W. C. Tam, Linda C. W. Lam, Yilong Wang, Georg Northoff, Vincent C. T. Mok, Yongjun Wang, Lin Shi:
Generation of the Probabilistic Template of Default Mode Network Derived from Resting-State fMRI. IEEE Trans. Biomed. Eng. 61(10): 2550-2555 (2014) - 2013
- [j15]Huisi Wu, Defeng Wang, Lin Shi, Zhenkun Wen, Zhong Ming:
Fast and robust symmetry detection for brain images based on parallel scale-invariant feature transform matching and voting. Int. J. Imaging Syst. Technol. 23(4): 314-326 (2013) - 2012
- [j14]Defeng Wang, Lin Shi, Winnie C. W. Chu, R. Geoffrey Burwell, Jack Chun Yiu Cheng, Anil T. Ahuja:
Abnormal cerebral cortical thinning pattern in adolescent girls with idiopathic scoliosis. NeuroImage 59(2): 935-942 (2012) - [c17]Lin Wang, Lin Shi, Defeng Wang:
Scatter correction in cone-beam CT based on deconvolution. BHI 2012: 75-78 - [c16]Jie Lu, Defeng Wang, Lin Shi, Pheng-Ann Heng:
Automatic liver segmentation in CT images based on Support Vector Machine. BHI 2012: 333-336 - [c15]Lin Wang, Defeng Wang, Lin Shi, Winnie C. W. Chu:
Radiographs enhancement based on unsharp masking and Gray-level Grouping. BHI 2012: 350-353 - [c14]Xi Qiu, Lin Shi, Defeng Wang:
Mouse brain histology reconstruction based on piecewise registration and correction. BHI 2012: 460-463 - [c13]Minqi Zhang, Fang Li, Ying He, Lin Shi, Defeng Wang, Lok Ming Lui:
Registration of Brainstem Surfaces in Adolescent Idiopathic Scoliosis Using Discrete Ricci Flow. MICCAI (2) 2012: 146-154 - 2011
- [c12]Xia Liu, Hong-Yan Luo, Shang-Ping Liu, Defeng Wang:
Pilot study of SMA-based expansion device for transanal endoscopic microsurgery. ICMLC 2011: 1420-1424 - [c11]You-Yong Kong, Defeng Wang, Tian-Fu Wang, Winnie C. W. Chu, Anil T. Ahuja:
3D Diffusion tensor magnetic resonance images denoising based on sparse representation. ICMLC 2011: 1602-1606 - [c10]Kui Fang, Defeng Wang, Lok Ming Lui, Shou-Jun Zhou, Winnie C. W. Chu, Anil T. Ahuja, Pheng-Ann Heng:
3D Model-based method for vessel segmentation in TOF-MRA. ICMLC 2011: 1607-1611 - [c9]Yuhong Li, Defeng Wang, Lok Ming Lui, Anil T. Ahuja, Pheng-Ann Heng:
Medical image reconstruction based on Bayesian compressed sensing. ICMLC 2011: 1819-1824 - [c8]Shi-Qing Xin, Ying He, Chi-Wing Fu, Defeng Wang, Lin Shi, Winnie C. W. Chu, Jack Chun Yiu Cheng, Xianfeng Gu, Lok Ming Lui:
Euclidean Geodesic Loops on High-Genus Surfaces Applied to the Morphometry of Vestibular Systems. MICCAI (2) 2011: 384-392 - 2010
- [j13]Lin Shi, Defeng Wang, Vivian W. Y. Hung, Benson H. Y. Yeung, James F. Griffith, Winnie C. W. Chu, Pheng-Ann Heng, Jack Chun Yiu Cheng, Ling Qin:
Fast and accurate 3-D registration of HR-pQCT images. IEEE Trans. Inf. Technol. Biomed. 14(5): 1291-1297 (2010) - [c7]Yiping Chen, Liansheng Wang, Lin Shi, Defeng Wang, Pheng-Ann Heng, Tien-Tsin Wong, Xiang Li:
Structure-preserving multiscale vessel enhancing diffusion filter. ICIP 2010: 3565-3568 - [c6]Wei Zeng, Lok Ming Lui, Lin Shi, Defeng Wang, Winnie C. W. Chu, Jack Chun Yiu Cheng, Jing Hua, Shing-Tung Yau, Xianfeng Gu:
Shape Analysis of Vestibular Systems in Adolescent Idiopathic Scoliosis Using Geodesic Spectra. MICCAI (3) 2010: 538-546
2000 – 2009
- 2009
- [j12]Defeng Wang, Lin Shi, Pheng-Ann Heng:
Automatic detection of breast cancers in mammograms using structured support vector machines. Neurocomputing 72(13-15): 3296-3302 (2009) - [j11]Defeng Wang, Lin Shi, Winnie C. W. Chu, Tomás Paus, Jack Chun Yiu Cheng, Pheng-Ann Heng:
A comparison of morphometric techniques for studying the shape of the corpus callosum in adolescent idiopathic scoliosis. NeuroImage 45(3): 738-748 (2009) - 2008
- [j10]Defeng Wang, Lin Shi:
Selecting valuable training samples for SVMs via data structure analysis. Neurocomputing 71(13-15): 2772-2781 (2008) - [j9]Lin Shi, Defeng Wang, Pheng-Ann Heng, Tien-Tsin Wong, Winnie C. W. Chu, Benson H. Y. Yeung, Jack Chun Yiu Cheng:
Discriminative analysis of skull morphology in adolescent idiopathic scoliosis patients: Comparative study with normal controls. Pattern Recognit. 41(9): 2800-2811 (2008) - [j8]Lin Shi, Defeng Wang, Pheng-Ann Heng, Tien-Tsin Wong, Winnie C. W. Chu, Benson H. Y. Yeung, Jack Chun Yiu Cheng:
Erratum to: "Discriminative analysis of skull morphology in adolescent idiopathic scoliosis patients: Comparative study with normal controls" [Pattern Recognition 41 (9) 2800-2811]. Pattern Recognit. 41(12): 3860 (2008) - 2007
- [j7]Daniel S. Yeung, Defeng Wang, Wing W. Y. Ng, Eric C. C. Tsang, Xizhao Wang:
Structured large margin machines: sensitive to data distributions. Mach. Learn. 68(2): 171-200 (2007) - [j6]Defeng Wang, Lin Shi, Daniel S. Yeung, Eric C. C. Tsang, Pheng-Ann Heng:
Ellipsoidal support vector clustering for functional MRI analysis. Pattern Recognit. 40(10): 2685-2695 (2007) - [j5]Wing W. Y. Ng, Daniel S. Yeung, Defeng Wang, Eric C. C. Tsang, Xizhao Wang:
Localized Generalization Error of Gaussian-based Classifiers and Visualization of Decision Boundaries. Soft Comput. 11(4): 375-381 (2007) - [j4]Daniel S. Yeung, Wing W. Y. Ng, Defeng Wang, Eric C. C. Tsang, Xizhao Wang:
Localized Generalization Error Model and Its Application to Architecture Selection for Radial Basis Function Neural Network. IEEE Trans. Neural Networks 18(5): 1294-1305 (2007) - [j3]Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang:
Weighted Mahalanobis Distance Kernels for Support Vector Machines. IEEE Trans. Neural Networks 18(5): 1453-1462 (2007) - [c5]Lin Shi, Defeng Wang, Pheng-Ann Heng, Tien-Tsin Wong, Winnie C. W. Chu, Benson H. Y. Yeung, Jack Chun Yiu Cheng:
Landmark Correspondence Optimization for Coupled Surfaces. MICCAI (2) 2007: 818-825 - [c4]Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang:
Sample Reduction for SVMs via Data Structure Analysis. SoSE 2007: 1-6 - 2006
- [j2]Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang:
Structured One-Class Classification. IEEE Trans. Syst. Man Cybern. Part B 36(6): 1283-1295 (2006) - [c3]Patrick P. K. Chan, Defeng Wang, Eric C. C. Tsang, Daniel S. Yeung:
Structured Large Margin Machine Ensemble. SMC 2006: 840-844 - 2005
- [c2]Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang, Lin Shi:
Gene Selection Through Sensitivity Analysis of Support Vector Machines. CompLife 2005: 117-127 - [c1]Defeng Wang, Lin Shi, Daniel S. Yeung, Pheng-Ann Heng, Tien-Tsin Wong, Eric C. C. Tsang:
Support Vector Clustering for Brain Activation Detection. MICCAI 2005: 572-579 - 2004
- [j1]Junying Zhang, Defeng Wang, Meihong Shi, Yue Joseph Wang:
Output-threshold coupled neural network for solving the shortest path problems. Sci. China Ser. F Inf. Sci. 47(1): 20-33 (2004)
Coauthor Index
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