Defeng Wang

58 papers A 1B 2C 1Misc 4Journal 36Unranked 13
YearRankTypeTitle / Venue / Authors
2020 J jnl
Automatic fetal brain extraction from 2D in utero fetal MRI slices using deep neural network.
Neurocomputing
Jinpeng Li, Yishan Luo, Lin Shi, Xin Zhang, Ming Li, Bing Zhang, Defeng Wang
2020 J jnl
StainCNNs: An efficient stain feature learning method.
Neurocomputing
Gaoyi Lei, Yuanqing Xia, Di-Hua Zhai, Wei Zhang, Duanduan Chen, Defeng Wang
2020 J jnl
State-of-the-Art Computational Models of Circle of Willis With Physiological Applications: A Review.
IEEE Access
Haipeng Liu, Defeng Wang, Xinyi Leng, Dingchang Zheng, Fei Chen, Lawrence Ka Sing Wong, Lin Shi, Thomas Wai Hong Leung
2019 J jnl
Comparison of Feature Selection Methods and Machine Learning Classifiers for Radiomics Analysis in Glioma Grading.
IEEE Access
Pan Sun, Defeng Wang, Vincent C. T. Mok, Lin Shi
2019 J jnl
Feature-Based Deformable Registration Using Minimal Spanning Tree for Prostate MR Segmentation.
IEEE Access
Xuesong Lu, Yunfei Zha, Yuchuan Qiao, Defeng Wang
2019 J jnl
Neural evidence for long-term marriage shaping the functional brain network organization between couples.
NeuroImage
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
2019 J jnl
Undersampled CS image reconstruction using nonconvex nonsmooth mixed constraints.
Multim. Tools Appl.
Ryan Wen Liu, Wei Yin, Lin Shi, Jinming Duan, Simon Chun-Ho Yu, Defeng Wang
2018 J jnl
Automatic Segmentation of Acute Ischemic Stroke From DWI Using 3-D Fully Convolutional DenseNets.
IEEE Trans. Medical Imaging
Rongzhao Zhang, Lei Zhao, Wutao Lou, Jill M. Abrigo, Vincent C. T. Mok, Winnie C. W. Chu, Defeng Wang, Lin Shi
2018 J jnl
Robust recovery of myocardial kinematics using dual ℋ ∞ H
Multim. Tools Appl.
Zhifan Gao, Heye Zhang, Defeng Wang, Min Guo, Huafeng Liu, Ling Zhuang, Pengcheng Shi
2017 — ch.
Deep Cascaded Networks for Sparsely Distributed Object Detection from Medical Images.
Deep Learning for Medical Image Analysis
Hao Chen, Qi Dou, Lequan Yu, Jing Qin, Lei Zhao, Vincent C. T. Mok, Defeng Wang, Lin Shi, Pheng-Ann Heng
2017 C conf
Hybrid regularization for compressed sensing MRI: Exploiting shearlet transform and group-sparsity total variation.
FUSION
Ryan Wen Liu, Lin Shi, Simon C. H. Yu, Defeng Wang
2017 J jnl
Recent developments in machine learning for medical imaging applications.
Comput. Medical Imaging Graph.
Kelvin Kian Loong Wong, Liansheng Wang, Defeng Wang
2017 J jnl
Reconstruction of Undersampled Big Dynamic MRI Data Using Non-Convex Low-Rank and Sparsity Constraints.
Sensors
Ryan Wen Liu, Lin Shi, Simon Chun-Ho Yu, Naixue Xiong, Defeng Wang
2017 J jnl
Supervoxel-based statistical analysis of diffusion tensor imaging in schizotypal personality disorder.
NeuroImage
Teng Zhang, Defeng Wang, Qing Zhang, Jianlin Wu, Jian Lv, Lin Shi
2017 J jnl
Talar dome detection and its geometric approximation in CT: Sphere, cylinder or bi-truncated cone?
Comput. Medical Imaging Graph.
Junbin Huang, He Liu, Defeng Wang, James F. Griffith, Lin Shi
2016 — conf
An improved spherical coordinate system applied in oculomotor system-the possibility for rapid strabismus diagnosis.
ICNC-FSKD
Haipeng Liu, Defeng Wang, Ka Sing Wong, Yinglan Gong, Ling Xia
2016 J jnl
Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks.
IEEE Trans. Medical Imaging
Qi Dou, Hao Chen, Lequan Yu, Lei Zhao, Jing Qin, Defeng Wang, Vincent C. T. Mok, Lin Shi, Pheng-Ann Heng
2016 — conf
Automatic Whole-Heart Segmentation in Congenital Heart Disease Using Deeply-Supervised 3D FCN.
RAMBO+HVSMR@MICCAI
Jinpeng Li, Rongzhao Zhang, Lin Shi, Defeng Wang
2016 J jnl
The brain effects of laser acupuncture at thirteen ghost acupoints in healthy individuals: A resting-state functional MRI investigation.
Comput. Medical Imaging Graph.
Jian Lv, Changzheng Shi, Yanjia Deng, Wutao Lou, Jing Hu, Lin Shi, Liangping Luo, Defeng Wang
2016 J jnl
Tractography atlas-based spatial statistics: Statistical analysis of diffusion tensor image along fiber pathways.
NeuroImage
Defeng Wang, Yishan Luo, Vincent C. T. Mok, Winnie C. W. Chu, Lin Shi
2015 — conf
Automatic cerebral microbleeds detection from MR images via Independent Subspace Analysis based hierarchical features.
EMBC
Qi Dou, Hao Chen, Lequan Yu, Lin Shi, Defeng Wang, Vincent C. T. Mok, Pheng-Ann Heng
2015 J jnl
Box-constrained second-order total generalized variation minimization with a combined L1, 2 data-fidelity term for image reconstruction.
J. Electronic Imaging
Ryan Wen Liu, Lin Shi, Simon C. H. Yu, Defeng Wang
2015 J jnl
Fully automatic and nonparametric quantification of adipose tissue in fat-water separation MR imaging.
Medical Biol. Eng. Comput.
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
2015 J jnl
Landmark constrained registration of high-genus surfaces applied to vestibular system morphometry.
Comput. Medical Imaging Graph.
Chengfeng Wen, Defeng Wang, Lin Shi, Winnie C. W. Chu, Jack Chun Yiu Cheng, Lok Ming Lui
2014 J jnl
Automatic registration of vestibular systems with exact landmark correspondence.
Graph. Model.
Minqi Zhang, Fang Li, Xingce Wang, Zhongke Wu, Shi-Qing Xin, Lok Ming Lui, Lin Shi, Defeng Wang, Ying He
2014 J jnl
Generation of the Probabilistic Template of Default Mode Network Derived from Resting-State fMRI.
IEEE Trans. Biomed. Eng.
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
2013 J jnl
Fast and robust symmetry detection for brain images based on parallel scale-invariant feature transform matching and voting.
Int. J. Imaging Syst. Technol.
Huisi Wu, Defeng Wang, Lin Shi, Zhenkun Wen, Zhong Ming
2012 J jnl
Abnormal cerebral cortical thinning pattern in adolescent girls with idiopathic scoliosis.
NeuroImage
Defeng Wang, Lin Shi, Winnie C. W. Chu, R. Geoffrey Burwell, Jack Chun Yiu Cheng, Anil T. Ahuja
2012 — conf
Automatic liver segmentation in CT images based on Support Vector Machine.
BHI
Jie Lu, Defeng Wang, Lin Shi, Pheng-Ann Heng
2012 — conf
Mouse brain histology reconstruction based on piecewise registration and correction.
BHI
Xi Qiu, Lin Shi, Defeng Wang
2012 — conf
Radiographs enhancement based on unsharp masking and Gray-level Grouping.
BHI
Lin Wang, Defeng Wang, Lin Shi, Winnie C. W. Chu
2012 — conf
Registration of Brainstem Surfaces in Adolescent Idiopathic Scoliosis Using Discrete Ricci Flow.
MICCAI (2)
Minqi Zhang, Fang Li, Ying He, Lin Shi, Defeng Wang, Lok Ming Lui
2012 — conf
Scatter correction in cone-beam CT based on deconvolution.
BHI
Lin Wang, Lin Shi, Defeng Wang
2011 Misc conf
3D Diffusion tensor magnetic resonance images denoising based on sparse representation.
ICMLC
You-Yong Kong, Defeng Wang, Tian-Fu Wang, Winnie C. W. Chu, Anil T. Ahuja
2011 Misc conf
3D Model-based method for vessel segmentation in TOF-MRA.
ICMLC
Kui Fang, Defeng Wang, Lok Ming Lui, Shou-Jun Zhou, Winnie C. W. Chu, Anil T. Ahuja, Pheng-Ann Heng
2011 — conf
Euclidean Geodesic Loops on High-Genus Surfaces Applied to the Morphometry of Vestibular Systems.
MICCAI (2)
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
2011 Misc conf
Medical image reconstruction based on Bayesian compressed sensing.
ICMLC
Yuhong Li, Defeng Wang, Lok Ming Lui, Anil T. Ahuja, Pheng-Ann Heng
2011 Misc conf
Pilot study of SMA-based expansion device for transanal endoscopic microsurgery.
ICMLC
Xia Liu, Hong-Yan Luo, Shang-Ping Liu, Defeng Wang
2010 J jnl
Fast and accurate 3-D registration of HR-pQCT images.
IEEE Trans. Inf. Technol. Biomed.
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
2010 — conf
Shape Analysis of Vestibular Systems in Adolescent Idiopathic Scoliosis Using Geodesic Spectra.
MICCAI (3)
Wei Zeng, Lok Ming Lui, Lin Shi, Defeng Wang, Winnie C. W. Chu, Jack Chun Yiu Cheng, Jing Hua, Shing-Tung Yau, Xianfeng Gu
2010 B conf
Structure-preserving multiscale vessel enhancing diffusion filter.
ICIP
Yiping Chen, Liansheng Wang, Lin Shi, Defeng Wang, Pheng-Ann Heng, Tien-Tsin Wong, Xiang Li
2009 J jnl
A comparison of morphometric techniques for studying the shape of the corpus callosum in adolescent idiopathic scoliosis.
NeuroImage
Defeng Wang, Lin Shi, Winnie C. W. Chu, Tomás Paus, Jack Chun Yiu Cheng, Pheng-Ann Heng
2009 J jnl
Automatic detection of breast cancers in mammograms using structured support vector machines.
Neurocomputing
Defeng Wang, Lin Shi, Pheng-Ann Heng
2008 J jnl
Discriminative analysis of skull morphology in adolescent idiopathic scoliosis patients: Comparative study with normal controls.
Pattern Recognit.
Lin Shi, Defeng Wang, Pheng-Ann Heng, Tien-Tsin Wong, Winnie C. W. Chu, Benson H. Y. Yeung, Jack Chun Yiu Cheng
2008 J jnl
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.
Lin Shi, Defeng Wang, Pheng-Ann Heng, Tien-Tsin Wong, Winnie C. W. Chu, Benson H. Y. Yeung, Jack Chun Yiu Cheng
2008 J jnl
Selecting valuable training samples for SVMs via data structure analysis.
Neurocomputing
Defeng Wang, Lin Shi
2007 J jnl
Ellipsoidal support vector clustering for functional MRI analysis.
Pattern Recognit.
Defeng Wang, Lin Shi, Daniel S. Yeung, Eric C. C. Tsang, Pheng-Ann Heng
2007 — conf
Landmark Correspondence Optimization for Coupled Surfaces.
MICCAI (2)
Lin Shi, Defeng Wang, Pheng-Ann Heng, Tien-Tsin Wong, Winnie C. W. Chu, Benson H. Y. Yeung, Jack Chun Yiu Cheng
2007 J jnl
Localized Generalization Error Model and Its Application to Architecture Selection for Radial Basis Function Neural Network.
IEEE Trans. Neural Networks
Daniel S. Yeung, Wing W. Y. Ng, Defeng Wang, Eric C. C. Tsang, Xizhao Wang
2007 J jnl
Localized Generalization Error of Gaussian-based Classifiers and Visualization of Decision Boundaries.
Soft Comput.
Wing W. Y. Ng, Daniel S. Yeung, Defeng Wang, Eric C. C. Tsang, Xizhao Wang
2007 — conf
Sample Reduction for SVMs via Data Structure Analysis.
SoSE
Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang
2007 J jnl
Structured large margin machines: sensitive to data distributions.
Mach. Learn.
Daniel S. Yeung, Defeng Wang, Wing W. Y. Ng, Eric C. C. Tsang, Xizhao Wang
2007 J jnl
Weighted Mahalanobis Distance Kernels for Support Vector Machines.
IEEE Trans. Neural Networks
Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang
2006 B conf
Structured Large Margin Machine Ensemble.
SMC
Patrick P. K. Chan, Defeng Wang, Eric C. C. Tsang, Daniel S. Yeung
2006 J jnl
Structured One-Class Classification.
IEEE Trans. Syst. Man Cybern. Part B
Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang
2005 — conf
Gene Selection Through Sensitivity Analysis of Support Vector Machines.
CompLife
Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang, Lin Shi
2005 A conf
Support Vector Clustering for Brain Activation Detection.
MICCAI
Defeng Wang, Lin Shi, Daniel S. Yeung, Pheng-Ann Heng, Tien-Tsin Wong, Eric C. C. Tsang
2004 J jnl
Output-threshold coupled neural network for solving the shortest path problems.
Sci. China Ser. F Inf. Sci.
Junying Zhang, Defeng Wang, Meihong Shi, Yue Joseph Wang