Defeng Wang

According to our database, Defeng Wang authored at least 58 papers between 2004 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2020

Automatic fetal brain extraction from 2D in utero fetal MRI slices using deep neural network.

Jinpeng Li, Yishan Luo, Lin Shi, Xin Zhang, Ming Li, Bing Zhang, Defeng Wang

Neurocomputing, 2020

StainCNNs: An efficient stain feature learning method.

Gaoyi Lei, Yuanqing Xia, Di-Hua Zhai, Wei Zhang, Duanduan Chen, Defeng Wang

Neurocomputing, 2020

State-of-the-Art Computational Models of Circle of Willis With Physiological Applications: A Review.

Haipeng Liu, Defeng Wang, Xinyi Leng, Dingchang Zheng, Fei Chen, Lawrence Ka Sing Wong, Lin Shi, Thomas Wai Hong Leung

IEEE Access, 2020

2019

Neural evidence for long-term marriage shaping the functional brain network organization between couples.

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

NeuroImage, 2019

Undersampled CS image reconstruction using nonconvex nonsmooth mixed constraints.

Ryan Wen Liu, Wei Yin, Lin Shi, Jinming Duan, Simon Chun-Ho Yu, Defeng Wang

Multim. Tools Appl., 2019

Comparison of Feature Selection Methods and Machine Learning Classifiers for Radiomics Analysis in Glioma Grading.

Pan Sun, Defeng Wang, Vincent C. T. Mok, Lin Shi

IEEE Access, 2019

Feature-Based Deformable Registration Using Minimal Spanning Tree for Prostate MR Segmentation.

Xuesong Lu, Yunfei Zha, Yuchuan Qiao, Defeng Wang

IEEE Access, 2019

2018

Automatic Segmentation of Acute Ischemic Stroke From DWI Using 3-D Fully Convolutional DenseNets.

Rongzhao Zhang, Lei Zhao, Wutao Lou, Jill M. Abrigo, Vincent C. T. Mok, Winnie C. W. Chu, Defeng Wang, Lin Shi

IEEE Trans. Medical Imaging, 2018

Robust recovery of myocardial kinematics using dual ℋ ∞ H_∞ criteria.

Zhifan Gao, Heye Zhang, Defeng Wang, Min Guo, Huafeng Liu, Ling Zhuang, Pengcheng Shi

Multim. Tools Appl., 2018

2017

Reconstruction of Undersampled Big Dynamic MRI Data Using Non-Convex Low-Rank and Sparsity Constraints.

Ryan Wen Liu, Lin Shi, Simon Chun-Ho Yu, Naixue Xiong, Defeng Wang

Sensors, 2017

Supervoxel-based statistical analysis of diffusion tensor imaging in schizotypal personality disorder.

Teng Zhang, Defeng Wang, Qing Zhang, Jianlin Wu, Jian Lv, Lin Shi

NeuroImage, 2017

Recent developments in machine learning for medical imaging applications.

Kelvin Kian Loong Wong, Liansheng Wang, Defeng Wang

Comput. Medical Imaging Graph., 2017

Talar dome detection and its geometric approximation in CT: Sphere, cylinder or bi-truncated cone?

Junbin Huang, He Liu, Defeng Wang, James F. Griffith, Lin Shi

Comput. Medical Imaging Graph., 2017

Hybrid regularization for compressed sensing MRI: Exploiting shearlet transform and group-sparsity total variation.

Ryan Wen Liu, Lin Shi, Simon C. H. Yu, Defeng Wang

Proceedings of the 20th International Conference on Information Fusion, 2017

Deep Cascaded Networks for Sparsely Distributed Object Detection from Medical Images.

Hao Chen, Qi Dou, Lequan Yu, Jing Qin, Lei Zhao, Vincent C. T. Mok, Defeng Wang, Lin Shi, Pheng-Ann Heng

Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017

2016

Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks.

Qi Dou, Hao Chen, Lequan Yu, Lei Zhao, Jing Qin, Defeng Wang, Vincent C. T. Mok, Lin Shi, Pheng-Ann Heng

IEEE Trans. Medical Imaging, 2016

Tractography atlas-based spatial statistics: Statistical analysis of diffusion tensor image along fiber pathways.

Defeng Wang, Yishan Luo, Vincent C. T. Mok, Winnie C. W. Chu, Lin Shi

NeuroImage, 2016

The brain effects of laser acupuncture at thirteen ghost acupoints in healthy individuals: A resting-state functional MRI investigation.

Jian Lv, Changzheng Shi, Yanjia Deng, Wutao Lou, Jing Hu, Lin Shi, Liangping Luo, Defeng Wang

Comput. Medical Imaging Graph., 2016

Automatic Whole-Heart Segmentation in Congenital Heart Disease Using Deeply-Supervised 3D FCN.

Jinpeng Li, Rongzhao Zhang, Lin Shi, Defeng Wang

Proceedings of the Reconstruction, Segmentation, and Analysis of Medical Images, 2016

An improved spherical coordinate system applied in oculomotor system-the possibility for rapid strabismus diagnosis.

Haipeng Liu, Defeng Wang, Ka Sing Wong, Yinglan Gong, Ling Xia

Proceedings of the 12th International Conference on Natural Computation, 2016

2015

Fully automatic and nonparametric quantification of adipose tissue in fat-water separation MR imaging.

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

Medical Biol. Eng. Comput., 2015

Box-constrained second-order total generalized variation minimization with a combined L1, 2 data-fidelity term for image reconstruction.

Ryan Wen Liu, Lin Shi, Simon C. H. Yu, Defeng Wang

J. Electronic Imaging, 2015

Landmark constrained registration of high-genus surfaces applied to vestibular system morphometry.

Chengfeng Wen, Defeng Wang, Lin Shi, Winnie C. W. Chu, Jack Chun Yiu Cheng, Lok Ming Lui

Comput. Medical Imaging Graph., 2015

Automatic cerebral microbleeds detection from MR images via Independent Subspace Analysis based hierarchical features.

Qi Dou, Hao Chen, Lequan Yu, Lin Shi, Defeng Wang, Vincent C. T. Mok, Pheng-Ann Heng

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Generation of the Probabilistic Template of Default Mode Network Derived from Resting-State fMRI.

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

IEEE Trans. Biomed. Eng., 2014

Automatic registration of vestibular systems with exact landmark correspondence.

Minqi Zhang, Fang Li, Xingce Wang, Zhongke Wu, Shi-Qing Xin, Lok Ming Lui, Lin Shi, Defeng Wang, Ying He

Graph. Model., 2014

2013

Fast and robust symmetry detection for brain images based on parallel scale-invariant feature transform matching and voting.

Huisi Wu, Defeng Wang, Lin Shi, Zhenkun Wen, Zhong Ming

Int. J. Imaging Syst. Technol., 2013

2012

Abnormal cerebral cortical thinning pattern in adolescent girls with idiopathic scoliosis.

Defeng Wang, Lin Shi, Winnie C. W. Chu, R. Geoffrey Burwell, Jack Chun Yiu Cheng, Anil T. Ahuja

NeuroImage, 2012

Registration of Brainstem Surfaces in Adolescent Idiopathic Scoliosis Using Discrete Ricci Flow.

Minqi Zhang, Fang Li, Ying He, Lin Shi, Defeng Wang, Lok Ming Lui

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Radiographs enhancement based on unsharp masking and Gray-level Grouping.

Lin Wang, Defeng Wang, Lin Shi, Winnie C. W. Chu

Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

Scatter correction in cone-beam CT based on deconvolution.

Lin Wang, Lin Shi, Defeng Wang

Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

Mouse brain histology reconstruction based on piecewise registration and correction.

Xi Qiu, Lin Shi, Defeng Wang

Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

Automatic liver segmentation in CT images based on Support Vector Machine.

Jie Lu, Defeng Wang, Lin Shi, Pheng-Ann Heng

Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011

Euclidean Geodesic Loops on High-Genus Surfaces Applied to the Morphometry of Vestibular Systems.

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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Pilot study of SMA-based expansion device for transanal endoscopic microsurgery.

Xia Liu, Hong-Yan Luo, Shang-Ping Liu, Defeng Wang

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Medical image reconstruction based on Bayesian compressed sensing.

Yuhong Li, Defeng Wang, Lok Ming Lui, Anil T. Ahuja, Pheng-Ann Heng

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

3D Diffusion tensor magnetic resonance images denoising based on sparse representation.

You-Yong Kong, Defeng Wang, Tian-Fu Wang, Winnie C. W. Chu, Anil T. Ahuja

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

3D Model-based method for vessel segmentation in TOF-MRA.

Kui Fang, Defeng Wang, Lok Ming Lui, Shou-Jun Zhou, Winnie C. W. Chu, Anil T. Ahuja, Pheng-Ann Heng

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

2010

Fast and accurate 3-D registration of HR-pQCT images.

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

IEEE Trans. Inf. Technol. Biomed., 2010

Shape Analysis of Vestibular Systems in Adolescent Idiopathic Scoliosis Using Geodesic Spectra.

Wei Zeng, Lok Ming Lui, Lin Shi, Defeng Wang, Winnie C. W. Chu, Jack Chun Yiu Cheng, Jing Hua, Shing-Tung Yau, Xianfeng Gu

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Structure-preserving multiscale vessel enhancing diffusion filter.

Yiping Chen, Liansheng Wang, Lin Shi, Defeng Wang, Pheng-Ann Heng, Tien-Tsin Wong, Xiang Li

Proceedings of the International Conference on Image Processing, 2010

2009

A comparison of morphometric techniques for studying the shape of the corpus callosum in adolescent idiopathic scoliosis.

Defeng Wang, Lin Shi, Winnie C. W. Chu, Tomás Paus, Jack Chun Yiu Cheng, Pheng-Ann Heng

NeuroImage, 2009

Automatic detection of breast cancers in mammograms using structured support vector machines.

Defeng Wang, Lin Shi, Pheng-Ann Heng

Neurocomputing, 2009

2008

Erratum to: "Discriminative analysis of skull morphology in adolescent idiopathic scoliosis patients: Comparative study with normal controls" [Pattern Recognition 41 (9) 2800-2811].

Lin Shi, Defeng Wang, Pheng-Ann Heng, Tien-Tsin Wong, Winnie C. W. Chu, Benson H. Y. Yeung, Jack Chun Yiu Cheng

Pattern Recognit., 2008

Discriminative analysis of skull morphology in adolescent idiopathic scoliosis patients: Comparative study with normal controls.

Lin Shi, Defeng Wang, Pheng-Ann Heng, Tien-Tsin Wong, Winnie C. W. Chu, Benson H. Y. Yeung, Jack Chun Yiu Cheng

Pattern Recognit., 2008

Selecting valuable training samples for SVMs via data structure analysis.

Defeng Wang, Lin Shi

Neurocomputing, 2008

2007

Localized Generalization Error Model and Its Application to Architecture Selection for Radial Basis Function Neural Network.

Daniel S. Yeung, Wing W. Y. Ng, Defeng Wang, Eric C. C. Tsang, Xizhao Wang

IEEE Trans. Neural Networks, 2007

Weighted Mahalanobis Distance Kernels for Support Vector Machines.

Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang

IEEE Trans. Neural Networks, 2007

Localized Generalization Error of Gaussian-based Classifiers and Visualization of Decision Boundaries.

Wing W. Y. Ng, Daniel S. Yeung, Defeng Wang, Eric C. C. Tsang, Xizhao Wang

Soft Comput., 2007

Ellipsoidal support vector clustering for functional MRI analysis.

Defeng Wang, Lin Shi, Daniel S. Yeung, Eric C. C. Tsang, Pheng-Ann Heng

Pattern Recognit., 2007

Structured large margin machines: sensitive to data distributions.

Daniel S. Yeung, Defeng Wang, Wing W. Y. Ng, Eric C. C. Tsang, Xizhao Wang

Mach. Learn., 2007

Sample Reduction for SVMs via Data Structure Analysis.

Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang

Proceedings of the 2nd IEEE International Conference on System of Systems Engineering, 2007

Landmark Correspondence Optimization for Coupled Surfaces.

Lin Shi, Defeng Wang, Pheng-Ann Heng, Tien-Tsin Wong, Winnie C. W. Chu, Benson H. Y. Yeung, Jack Chun Yiu Cheng

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

2006

Structured One-Class Classification.

Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang

IEEE Trans. Syst. Man Cybern. Part B, 2006

Structured Large Margin Machine Ensemble.

Patrick P. K. Chan, Defeng Wang, Eric C. C. Tsang, Daniel S. Yeung

Proceedings of the IEEE International Conference on Systems, 2006

2005

Support Vector Clustering for Brain Activation Detection.

Defeng Wang, Lin Shi, Daniel S. Yeung, Pheng-Ann Heng, Tien-Tsin Wong, Eric C. C. Tsang

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Gene Selection Through Sensitivity Analysis of Support Vector Machines.

Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang, Lin Shi

Proceedings of the Computational Life Sciences, First International Symposium, 2005

2004

Output-threshold coupled neural network for solving the shortest path problems.

Junying Zhang, Defeng Wang, Meihong Shi, Yue Joseph Wang

Sci. China Ser. F Inf. Sci., 2004