Defeng Wang

Publication Activity (10 Years)

Years Active: 2004-2020
Publications (10 Years): 23

Top Topics

Deformable Registration

Statistical Analysis

Top Venues

Comput. Medical Imaging Graph.

Publications

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 (2020)
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 (2020)
Gaoyi Lei, Yuanqing Xia, Di-Hua Zhai, Wei Zhang, Duanduan Chen, Defeng Wang
StainCNNs: An efficient stain feature learning method. Neurocomputing 406 (2020)
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) (2019)
Xuesong Lu, Yunfei Zha, Yuchuan Qiao, Defeng Wang
Feature-Based Deformable Registration Using Minimal Spanning Tree for Prostate MR Segmentation. IEEE Access 7 (2019)
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 (2019)
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 (2019)
Zhifan Gao, Heye Zhang, Defeng Wang, Min Guo, Huafeng Liu, Ling Zhuang, Pengcheng Shi
criteria. Multim. Tools Appl. 77 (17) (2018)
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) (2018)
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 (2017)
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)
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 (2017)
Kelvin Kian Loong Wong, Liansheng Wang, Defeng Wang
Recent developments in machine learning for medical imaging applications. Comput. Medical Imaging Graph. 57 (2017)
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) (2017)
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) (2016)
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)
Jian Lv, Changzheng Shi, Yanjia Deng, Wutao Lou, Jing Hua, 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 (2016)
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)
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 (2016)
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) (2015)
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) (2015)
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)
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 (2015)
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) (2014)
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) (2014)
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) (2013)
Lin Wang, Defeng Wang, Lin Shi, Winnie C. W. Chu
Radiographs enhancement based on unsharp masking and Gray-level Grouping. BHI (2012)
Jie Lu, Defeng Wang, Lin Shi, Pheng-Ann Heng
Automatic liver segmentation in CT images based on Support Vector Machine. BHI (2012)
Xi Qiu, Lin Shi, Defeng Wang
Mouse brain histology reconstruction based on piecewise registration and correction. BHI (2012)
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) (2012)
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)
Lin Wang, Lin Shi, Defeng Wang
Scatter correction in cone-beam CT based on deconvolution. BHI (2012)
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)
Xia Liu, Hong-Yan Luo, Shang-Ping Liu, Defeng Wang
Pilot study of SMA-based expansion device for transanal endoscopic microsurgery. ICMLC (2011)
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)
Yuhong Li, Defeng Wang, Lok Ming Lui, Anil T. Ahuja, Pheng-Ann Heng
Medical image reconstruction based on Bayesian compressed sensing. ICMLC (2011)
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)
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) (2010)
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)
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)
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) (2009)
Defeng Wang, Lin Shi, Pheng-Ann Heng
Automatic detection of breast cancers in mammograms using structured support vector machines. Neurocomputing 72 (13-15) (2009)
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) (2008)
Defeng Wang, Lin Shi
Selecting valuable training samples for SVMs via data structure analysis. Neurocomputing 71 (13-15) (2008)
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) (2008)
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) (2007)
Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang
Weighted Mahalanobis Distance Kernels for Support Vector Machines. IEEE Trans. Neural Networks 18 (5) (2007)
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)
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) (2007)
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) (2007)
Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang
Sample Reduction for SVMs via Data Structure Analysis. SoSE (2007)
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) (2007)
Patrick P. K. Chan, Defeng Wang, Eric C. C. Tsang, Daniel S. Yeung
Structured Large Margin Machine Ensemble. SMC (2006)
Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang
Structured One-Class Classification. IEEE Trans. Syst. Man Cybern. Part B 36 (6) (2006)
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)
Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang, Lin Shi
Gene Selection Through Sensitivity Analysis of Support Vector Machines. CompLife (2005)
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) (2004)