Detector response restoration in image reconstruction of high resolution positron emission tomography. - Zhengrong Liang (IEEE Trans. Medical Imaging, 1994)

Parameter estimation and tissue segmentation from multispectral MR images. - Zhengrong Liang; James R. MacFall; Donald P. Harrington (IEEE Trans. Medical Imaging, 1994)

Interactive volume rendering for virtual colonoscopy. - Suya You; Lichan Hong; Ming Wan; Kittiboon Junyaprasert; Arie E. Kaufman; Shigeru Muraki; Yong Zhou 001; Mark Wax; Zhengrong Liang (IEEE Visualization, 1997)

Benefits of Angular Expression to Reconstruction Algorithms for Collimators with Spatially Varying Focal Lengths. - Jiangsheng You; Shanglian Bao; Zhengrong Liang (IEEE Trans. Medical Imaging, 1997)

Image Matching for Translation Rotation and Uniform Scaling by the Radon Transform. - Jiangsheng You; Weiguo Lu; Jian Li; Gene Gindi; Zhengrong Liang (ICIP (1), 1998)

A Harmonic Decomposition Reconstruction Algorithm for Spatially-Varying Focal Length Collimators. - Jiangsheng You; Zhengrong Liang; Shanglian Bao (IEEE Trans. Medical Imaging, 1998)

Volume Rendering Based Interactive Navigation within the Human Colon. - Ming Wan; Qingyu Tang; Arie E. Kaufman; Zhengrong Liang; Mark Wax (IEEE Visualization, 1999)

A Unified Reconstruction Framework for Both Parallel-Beam and Variable Focal Length Fan-Beam Collimators by a Cormack-Type Inversion of Exponential Radon Transform. - Jiangsheng You; Zhengrong Liang; Gengsheng L. Zeng (IEEE Trans. Medical Imaging, 1999)

Tree-branch-searching multiresolution approach to skeletonization for virtual endoscopy. - Dongqing Chen; Bin Li; Zhengrong Liang; Ming Wan; Arie E. Kaufman; Mark R. Wax (Image Processing, 2000)

A Novel Approach to Extract Colon Lumen from CT Images for Virtual Colonoscopy. - Dongqing Chen; Zhengrong Liang; Mark R. Wax; Lihong Li 002; Bin Li; Arie E. Kaufman (IEEE Trans. Medical Imaging, 2000)

Segmentation of brain MR images: a self-adaptive online vector quantization approach. - Lihong Li 002; Dongqing Chen; Hongbing Lu; Zhengrong Liang (Image Processing, 2001)

Renormalization method for inhomogeneity correction of MR images. - Dongqing Chen; Lihong Li 002; Daeki Yoon; J. H. Lee; Zhengrong Liang (Image Processing, 2001)

Combined transformation of ordering SPECT sinograms for signal extraction from measurements with Poisson noise. - Hongbing Lu; Dongqing Chen; Lihong Li 002; Guoping Han; Zhengrong Liang (Image Processing, 2001)

Reliable Path for Virtual Endoscopy: Ensuring Complete Examination of Human Organs. - Taosong He; Lichan Hong; Dongqing Chen; Zhengrong Liang (IEEE Trans. Vis. Comput. Graph., 2001)

Ray-driven analytical fan-beam SPECT reconstruction with nonuniform attenuation. - Junhai Wen; Tianfang Li; Zhengrong Liang (ISBI, 2002)

Sphere light field rendering. - Zigang Wang; Zhengrong Liang (Image-Guided Procedures, 2002)

Feature-based rendering for 2D/3D partial volume segmentation datasets. - Zigang Wang; Zhengrong Liang (Image-Guided Procedures, 2002)

Automated segmentation method for the 3D ultrasound carotid image based on geometrically deformable model with automatic merge function. - Xiang Li 100; Zigang Wang; Hongbing Lu; Zhengrong Liang (Image Processing, 2002)

Toward an analytical solution for 3D SPECT reconstruction with nonuniform attenuation and distance-dependent resolution variation: a Monte Carlo simulation study. - Hongbing Lu; Junhai Wen; Xiang Li 100; Tianfang Li; Guoping Han; Zhengrong Liang (Image Processing, 2002)

Automatic Centerline Extraction for Virtual Colonoscopy. - Ming Wan; Zhengrong Liang; Qi Ke; Lichan Hong; Ingmar Bitter; Arie E. Kaufman (IEEE Trans. Medical Imaging, 2002)

Inhomogeneity correction for magnetic resonance images with fuzzy C-mean algorithm. - Xiang Li 100; Lihong Li 002; Hongbing Lu; Dongqing Chen; Zhengrong Liang (Image Processing, 2003)

High-resolution reconstruction for 3D SPECT. - Tianfang Li; Junhai Wen; Hongbing Lu; Xiang Li 100; Zhengrong Liang (Image Processing, 2003)

Skeleton-based 3D computer-aided detection of colonic polyps. - Zigang Wang; Lihong Li 002; Xiang Li 100; Zhengrong Liang; Donald P. Harrington (Image Processing, 2003)

Analytical solution to 3D SPECT reconstruction with non-uniform attenuation, scatter, and spatially-variant resolution variation for variable focal-length fan-beam collimators. - Junhai Wen; Hongbing Lu; Tianfang Li; Zhengrong Liang (Image Processing, 2003)

Colonic polyp characterization and detection based on both morphological and texture features. - Zigang Wang; Lihong Li 002; Joseph Anderson; Donald P. Harrington; Zhengrong Liang (CARS, 2004)

Mixture-based bone segmentation and its application in computer aided diagnosis and treatment planning. - Hongbing Lu; Zhengrong Liang; Bin Li; Xiang Li 100; Jie Meng; Xin Liu 003 (ICIG, 2004)

Nanoparticle-Enhanced Proton Computed Tomography: A Monte Carlo Simulation Study. - Reinhard W. Schulte; Vladimir Bashkirov; David Williams; Hartmut Sadrozinski; Tianfang Li; Zhengrong Liang; Steven Peggs; Todd Satogata (ISBI, 2004)

Accelerating virtual surgery simulation for congenital aural atresia. - Bin Li; Zigang Wang; Eric Smouha; Dongqing Chen; Zhengrong Liang (Image-Guided Procedures, 2004)

Reconstruction with most likely trajectory for proton computed tomography. - Tianfang Li; Jerome Zhengrong Liang (Image Processing, 2004)

Accurate colon residue detection algorithm with partial volume segmentation. - Xiang Li 100; Zhengrong Liang; Pengpeng Zhang; Gerald J. Kutcher (Image Processing, 2004)

SNR-weighted sinogram smoothing with improved noise-resolution properties for low-dose x-ray computed tomography. - Tianfang Li; Jing Wang 022; Junhai Wen; Xiang Li 100; Hongbing Lu; Jiang Hsieh; Zhengrong Liang (Image Processing, 2004)

Computer-aided detection and diagnosis of colon polyps with morphological and texture features. - Zigang Wang; Lihong Li 002; Joseph Anderson; Donald P. Harrington; Zhengrong Liang (Image Processing, 2004)

Introduction to the special section on virtual endoscopy. - Jerome Zhengrong Liang; William E. Higgins; Ronald M. Summers; Hiro Yoshida (IEEE Trans. Medical Imaging, 2004)

Computer aided diagnosis and treatment planning for developmental dysplasia of the hip. - Bin Li; Hongbing Lu; Wenli Cai; Xiang Li 100; Jie Meng; Zhengrong Liang (Image-Guided Procedures, 2005)

Sinogram noise reduction for low-dose CT by statistics-based nonlinear filters. - Jing Wang 022; Hongbing Lu; Tianfang Li; Zhengrong Liang (Image Processing, 2005)

Evaluation of an efficient compensation method for quantitative fan-beam brain SPECT reconstruction. - Tianfang Li; Junhai Wen; Guoping Han; Hongbing Lu; Zhengrong Liang (IEEE Trans. Medical Imaging, 2005)

An efficient reconstruction method for nonuniform attenuation compensation in nonparallel beam geometries based on Novikov's explicit inversion formula. - Tianfang Li; Jiangsheng You; Junhai Wen; Zhengrong Liang (IEEE Trans. Medical Imaging, 2005)

Multiscale Penalized Weighted Least-Squares Sinogram Restoration for Low-Dose X-Ray Computed Tomography. - Jing Wang 022; Zhengrong Liang; Hongbing Lu (EMBC, 2006)

Tissue Mixture Characterization In The Presence of Mri Inhomogeneity by the Em Algorithm. - Zhengrong Liang; Lihong Li 002; Daria Eremina; Hongbing Lu (ICASSP (2), 2006)

Investigation on an EM framework for partial volume image segmentation. - Daria Eremina; Xiang Li 100; Wei Zhu 008; Jing Wang 022; Zhengrong Liang (Image Processing, 2006)

An Improved Electronic Colon Cleansing Method for Detection of Colonic Polyps by Virtual Colonoscopy. - Zigang Wang; Zhengrong Liang; Xiang Li 100; Lihong Li 002; Bin Li; Daria Eremina; Hongbing Lu (IEEE Trans. Biomed. Eng., 2006)

Penalized weighted least-squares approach to sinogram noise reduction and image reconstruction for low-dose X-ray computed tomography. - Jing Wang 022; Tianfang Li; Hongbing Lu; Zhengrong Liang (IEEE Trans. Medical Imaging, 2006)

Fast Analytical Reconstruction of Gated Cardiac SPECT with Non-Uniform Attenuation Compensation. - Yi Fan; Hongbing Lu; Chongyang Hao; Zhengrong Liang; Zhiming Zhou (Int. J. Image Graph., 2007)

Guest Editorial: Medical Imaging Informatics - an Information Processing from Image Formation to Visualization. - Jerome Zhengrong Liang; Hongbing Lu; Dimitris N. Metaxas; Joseph M. Reinhardt (Int. J. Image Graph., 2007)

A Theoretical Solution to Partial Volume MAP-EM Tissue Mixture Segmentation 93 for CT/MRI Imaging Modalities. - Su Wang 002; Hongyu Lu; Zhengrong Liang (IWCIA Special Track on Applications, 2008)

An Integrated MRI and MRS Approach to Evaluation of Multiple Sclerosis with Cognitive Impairment. - Zhengrong Liang; Lihong Li 002; Hongbing Lu; Wei Huang; Alina Tudorica; Lauren Krupp (ICMB, 2008)

Volume-based feature analysis of mucosa for automatic initial polyp detection in virtual colonoscopy. - Su Wang 002; Hongbin Zhu; Hongbing Lu; Zhengrong Liang (Int. J. Comput. Assist. Radiol. Surg., 2008)

Multiscale Penalized Weighted Least-Squares Sinogram Restoration for Low-Dose X-Ray Computed Tomography. - Jing Wang 022; Hongbing Lu; Junhai Wen; Zhengrong Liang (IEEE Trans. Biomed. Eng., 2008)

Quantitative measurement and analysis for detection and treatment planning of developmental dysplasia of the hip. - Xin Liu 003; Hongbing Lu; Hanyong Chen; Li Zhao; Zhengxing Shi; Zhengrong Liang (Computer-Aided Diagnosis, 2009)

Reduction of false positives by machine learning for computer-aided detection of colonic polyps. - Xin Zhao; Su Wang 002; Hongbin Zhu; Zhengrong Liang (Computer-Aided Diagnosis, 2009)

Computer-aided detection of initial polyp candidates with level set-based adaptive convolution. - Hongbin Zhu; Chaijie Duan; Zhengrong Liang (Computer-Aided Diagnosis, 2009)

3D finite element model for treatment of cleft lip. - Chun Jiao; Dongming Hong; Hongbing Lu; Jianqi Wang; Qin Lin; Zhengrong Liang (Image-Guided Procedures, 2009)

A coupled level-set framework for bladder wall segmentation with application to MRI-based virtual cystoscopy. - Chaijie Duan; Shanglian Bao; Zhengrong Liang (Image Processing, 2009)

A theoretical solution to MAP-EM partial volume segmentation of medical images. - Su Wang 002; Hongyu Lu; Zhengrong Liang (Int. J. Imaging Syst. Technol., 2009)

An EM Approach to MAP Solution of Segmenting Tissue Mixtures: A Numerical Analysis. - Zhengrong Liang; Su Wang 002 (IEEE Trans. Medical Imaging, 2009)

Erratum to "An EM Approach to MAP Solution of Segmenting Tissue Mixtures: A Numerical Analysis". - Zhengrong Liang; Su Wang 002 (IEEE Trans. Medical Imaging, 2009)

Projection-based features for reducing false positives in computer-aided detection of colonic polyps in CT colonography. - Hongbin Zhu; Matthew A. Barish; Perry J. Pickhardt; Yi Fan; Erica Posniak; Robert Richards; Zhengrong Liang (Computer-Aided Diagnosis, 2010)

Eigenvalue-weighting and feature selection for computer-aided polyp detection in CT colonography. - Hongbin Zhu; Su Wang 002; Yi Fan; Hongbing Lu; Zhengrong Liang (Computer-Aided Diagnosis, 2010)

Detecting Bladder Abnormalities Based on Inter-layer Intensity Curve for Virtual Cystoscopy. - Fanghua Liu; Chaijie Duan; Kehong Yuan; Zhengrong Liang; Shanglian Bao (Virtual Colonoscopy and Abdominal Imaging, 2010)

Improved Curvature Estimation for Shape Analysis in Computer-Aided Detection of Colonic Polyps. - Hongbin Zhu; Yi Fan; Zhengrong Liang (Virtual Colonoscopy and Abdominal Imaging, 2010)

Haustral Fold Segmentation of CT Colonography Using Ridge Line Detection. - Hongbin Zhu; Lihong Li 002; Yi Fan; Zhengrong Liang (Virtual Colonoscopy and Abdominal Imaging, 2010)

Bladder wall flattening with conformal mapping for MR cystography. - Ruirui Jiang; Hongbin Zhu; Wei Zeng 002; Xiaokang Yu; Yi Fan; Xianfeng Gu; Zhengrong Liang (Image-Guided Procedures, 2010)

Computer-aided detection of bladder tumors based on the thickness mapping of bladder wall in MR images. - Hongbin Zhu; Chaijie Duan; Ruirui Jiang; Lihong Li 002; Yi Fan; Xiaokang Yu; Wei Zeng 002; Xianfeng Gu; Zhengrong Liang (Image Processing, 2010)

A Coupled Level Set Framework for Bladder Wall Segmentation With Application to MR Cystography. - Chaijie Duan; Zhengrong Liang; Shanglian Bao; Hongbin Zhu; Su Wang 002; Guangxiang Zhang; John J. Chen; Hongbing Lu (IEEE Trans. Medical Imaging, 2010)

Automatic teniae coli detection for computed tomography colonography. - Hongbin Zhu; Lihong Li 002; Yi Fan; Qin Lin; Hongbing Lu; Xianfeng Gu; Zhengrong Liang (Computer-Aided Diagnosis, 2011)

Volume-Based Features for Detection of Bladder Wall Abnormal Regions via MR Cystography. - Chaijie Duan; Kehong Yuan; Fanghua Liu; Ping Xiao; Guoqing Lv; Zhengrong Liang (IEEE Trans. Biomed. Eng., 2011)

An integrated electronic colon cleansing for CT colonoscopy via MAP-EM segmentation and scale-based scatter correction. - Hao Zhang 026; Lihong Li 002; Hongbin Zhu; Qin Lin; Donald P. Harrington; Zhengrong Liang (Computer-Aided Diagnosis, 2012)

Automatic colonic fold segmentation for computed tomography colonography. - Hongbin Zhu; Matthew A. Barish; Lihong Li 002; Bowen Song; Donald P. Harrington; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2012)

Efficient Topological Cleaning for Visual Colon Surface Flattening. - Rui Shi; Wei Zeng 002; Jerome Zhengrong Liang; Xianfeng David Gu (Abdominal Imaging, 2012)

An Adaptive Window-Setting Scheme for Segmentation of Bladder Tumor Surface via MR Cystography. - Chaijie Duan; Kehong Yuan; Fanghua Liu; Ping Xiao; Guoqing Lv; Zhengrong Liang (IEEE Trans. Inf. Technol. Biomed., 2012)

A new 3D texture feature based computer-aided diagnosis approach to differentiate pulmonary nodules. - Fangfang Han; Huafeng Wang; Bowen Song; Guopeng Zhang; Hongbing Lu; William Moore; Hong Zhao; Zhengrong Liang (Computer-Aided Diagnosis, 2013)

A dimension reduction strategy for improving the efficiency of computer-aided detection for CT colonography. - Bowen Song; Guopeng Zhang; Huafeng Wang; Wei Zhu 008; Zhengrong Liang (Computer-Aided Diagnosis, 2013)

A shape constrained MAP-EM algorithm for colorectal segmentation. - Huafeng Wang; Lihong Li 002; Bowen Song; Fangfang Han; Zhengrong Liang (Computer-Aided Diagnosis, 2013)

A Novel Computer Aided Detection (CADe) Scheme for Colonic Polyps Based on the Structure Decomposition. - Huafeng Wang; Lihong Li 002; Hao Peng 019; Hao Han; Bowen Song; Yunhong Wang 001; Xianfeng Gu; Zhengrong Liang (Abdominal Imaging, 2013)

A 2.5D Colon Wall Flattening Model for CT-Based Virtual Colonoscopy. - Huafeng Wang; Lihong Li 002; Hao Han; Rui Shi; Bowen Song; Hao Peng 019; Yan Liu 022; Xianfeng Gu; Yunhong Wang 001; Zhengrong Liang (MLMI, 2013)

Analytical cone-beam SPECT reconstruction algorithm with non-uniform attenuation for general non-circular orbit. - Junhai Wen; Kangping Zhang; Cuifen Li; Zhengrong Liang (Comput. Biol. Medicine, 2013)

SR-NLM: A sinogram restoration induced non-local means image filtering for low-dose computed tomography. - Zhaoying Bian; Jianhua Ma 001; Jing Huang 018; Hua Zhang 007; Shanzhou Niu; Qianjin Feng; Zhengrong Liang; Wufan Chen (Comput. Medical Imaging Graph., 2013)

A unified EM approach to bladder wall segmentation with coupled level-set constraints. - Hao Han; Lihong Li 002; Chaijie Duan; Hao Zhang 026; Yang Zhao; Zhengrong Liang (Medical Image Anal., 2013)

Motion Correction for MR Cystography by an Image Processing Approach. - Qin Lin; Zhengrong Liang; Chaijie Duan; Jianhua Ma 001; Haifang Li; C. Roque; Jie Yang; Guangxiang Zhang; Hongbing Lu; Xiaohai He (IEEE Trans. Biomed. Eng., 2013)

Haustral Fold Segmentation With Curvature-Guided Level Set Evolution. - Hongbin Zhu; Matthew A. Barish; Perry J. Pickhardt; Zhengrong Liang (IEEE Trans. Biomed. Eng., 2013)

Iterative image reconstruction for low-dose x-ray CT using a sinogram restoration induced edge-preserving prior. - Zhaoying Bian; Jing Huang 018; Jianhua Ma 001; Hua Zhang 007; Zhengrong Liang; Wufan Chen (ISBI, 2014)

Second order total generalized variation for low-dose computed tomography image reconstruction. - Shanzhou Niu; Jianhua Ma 001; Jing Huang 018; Zhaoying Bian; Zhengrong Liang; Wufan Chen (ISBI, 2014)

A novel computer-aided detection system for pulmonary nodule identification in CT images. - Hao Han; Lihong Li 002; Huafeng Wang; Hao Zhang 026; William Moore; Zhengrong Liang (Computer-Aided Diagnosis, 2014)

Efficient 3D texture feature extraction from CT images for computer-aided diagnosis of pulmonary nodules. - Fangfang Han; Huafeng Wang; Bowen Song; Guopeng Zhang; Hongbing Lu; William Moore; Zhengrong Liang; Hong Zhao (Computer-Aided Diagnosis, 2014)

An adaptive approach to centerline extraction for CT colonography using MAP-EM segmentation and distance field. - Hao Peng 019; Lihong C. Li; Huafeng Wang; Hao Han; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2014)

An improved high order texture features extraction method with application to pathological diagnosis of colon lesions for CT colonography. - Bowen Song; Guopeng Zhang; Hongbing Lu; Huafeng Wang; Fangfang Han; Wei Zhu 008; Zhengrong Liang (Computer-Aided Diagnosis, 2014)

Automated polyp measurement based on colon structure decomposition for CT colonography. - Huafeng Wang; Lihong C. Li; Hao Han; Hao Peng 019; Bowen Song; Xinzhou Wei; Zhengrong Liang (Computer-Aided Diagnosis, 2014)

A novel colonic polyp volume segmentation method for computer tomographic colonography. - Huafeng Wang; Lihong C. Li; Hao Han; Bowen Song; Hao Peng 019; Yunhong Wang 001; Lihua Wang; Zhengrong Liang (Computer-Aided Diagnosis, 2014)

A Novel Approach on the Colon Wall Segmentation and Its' Application. - Huafeng Wang; Wenfeng Song; Lihong Li 002; Yuan Cao; Haixia Pan; Ming Ma; Jiang Huang; Guangming Mao; Zhengrong Liang (CARE@MICCAI, 2014)

A Novel Minimal Surface Overlay Model for the Whole Colon Wall Segmentation. - Huafeng Wang; Wenfeng Song; Katherine Wei; Yuan Cao; Haixia Pan; Ming Ma; Jiang Huang; Guangming Mao; Zhengrong Liang (ABDI@MICCAI, 2014)

Volumetric texture features from higher-order images for diagnosis of colon lesions via CT colonography. - Bowen Song; Guopeng Zhang; Hongbing Lu; Huafeng Wang; Wei Zhu 008; Perry J. Pickhardt; Zhengrong Liang (Int. J. Comput. Assist. Radiol. Surg., 2014)

ROC operating point selection for classification of imbalanced data with application to computer-aided polyp detection in CT colonography. - Bowen Song; Guopeng Zhang; Wei Zhu 008; Zhengrong Liang (Int. J. Comput. Assist. Radiol. Surg., 2014)

Statistical image reconstruction for low-dose CT using nonlocal means-based regularization. - Hao Zhang 026; Jianhua Ma 001; Jing Wang 022; Yan Liu 022; Hongbing Lu; Zhengrong Liang (Comput. Medical Imaging Graph., 2014)

Iterative Reconstruction for X-Ray Computed Tomography Using Prior-Image Induced Nonlocal Regularization. - Hua Zhang 007; Jing Huang 018; Jianhua Ma 001; Zhaoying Bian; Qianjin Feng; Hongbing Lu; Zhengrong Liang; Wufan Chen (IEEE Trans. Biomed. Eng., 2014)

Total Variation-Stokes Strategy for Sparse-View X-ray CT Image Reconstruction. - Yan Liu 022; Zhengrong Liang; Jianhua Ma 001; Hongbing Lu; Ke Wang; Hao Zhang 026; William Moore (IEEE Trans. Medical Imaging, 2014)

Correction to "Total Variation-Stokes Strategy for Sparse-View X-ray CT Image Reconstruction". - Yan Liu 022; Zhengrong Liang; Jianhua Ma 001; Hongbing Lu; Ke Wang; Hao Zhang 026; William Moore (IEEE Trans. Medical Imaging, 2014)

Detection of colonic polyp candidates with level set-based thickness mapping over the colon wall. - Hao Han; Lihong Li 002; Chaijie Duan; Yang Zhao; Huafeng Wang; Zhengrong Liang (Computer-Aided Diagnosis, 2015)

Distance weighted 'inside disc' classifier for computer-aided diagnosis of colonic polyps. - Yifan Hu 002; Bowen Song; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2015)

A pilot study on bladder wall thickness at different filling stages. - Xi Zhang 017; Yang Liu 093; Baojuan Li; Guopeng Zhang; Zhengrong Liang; Hongbing Lu (Computer-Aided Diagnosis, 2015)

A Novel Dual LevelSets Competition Model for Colon Region Segmentation. - Huafeng Wang; Wenfeng Song; Lihong Li 002; Haixia Pan; Ming Ma; Weifeng Lv; Zhaohui Zhong; Zhengrong Liang (CARE@MICCAI, 2015)

Partial volume correction for arterial spin labeling data using spatial-temporal information. - Yang Liu 093; Baojuan Li; Xi Zhang 017; Linchuan Zhang; Zhengrong Liang; Hongbing Lu (Image Processing, 2015)

A novel colon wall flattening model for computed tomographic colonography: method and validation. - Huafeng Wang; Yuexi Chen; Lihong Li 002; Haixia Pan; Xianfeng Gu; Zhengrong Liang (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2015)

Statistical image reconstruction for low-dose CT using nonlocal means-based regularization. Part II: An adaptive approach. - Hao Zhang 026; Jianhua Ma 001; Jing Wang 022; Yan Liu 022; Hao Han; Hongbing Lu; William Moore; Zhengrong Liang (Comput. Medical Imaging Graph., 2015)

Texture Feature Analysis for Computer-Aided Diagnosis on Pulmonary Nodules. - Fangfang Han; Huafeng Wang; Guopeng Zhang; Hao Han; Bowen Song; Lihong Li 002; William Moore; Hongbing Lu; Hong Zhao; Zhengrong Liang (J. Digit. Imaging, 2015)

Fast and Adaptive Detection of Pulmonary Nodules in Thoracic CT Images Using a Hierarchical Vector Quantization Scheme. - Hao Han; Lihong Li 002; Fangfang Han; Bowen Song; William Moore; Zhengrong Liang (IEEE J. Biomed. Health Informatics, 2015)

An integrated classifier for computer-aided diagnosis of colorectal polyps based on random forest and location index strategies. - Yifan Hu 002; Hao Han; Wei Zhu 008; Lihong C. Li; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2016)

Low-dose cerebral perfusion computed tomography image restoration via low-rank and total variation regularizations. - Shanzhou Niu; Shanli Zhang; Jing Huang 018; Zhaoying Bian; Wufan Chen; Gaohang Yu; Zhengrong Liang; Jianhua Ma 001 (Neurocomputing, 2016)

α-Information-Based Registration of Dynamic Scans for Magnetic Resonance Cystography. - Hao Han; Qin Lin; Lihong Li 002; Chaijie Duan; Hongbing Lu; Haifang Li; Zengmin Yan; John Fitzgerald; Zhengrong Liang (IEEE J. Biomed. Health Informatics, 2016)

Texture Feature Extraction and Analysis for Polyp Differentiation via Computed Tomography Colonography. - Yifan Hu 002; Zhengrong Liang; Bowen Song; Hao Han; Perry J. Pickhardt; Wei Zhu 008; Chaijie Duan; Hao Zhang 026; Matthew A. Barish; Chris E. Lascarides (IEEE Trans. Medical Imaging, 2016)

Extracting Information From Previous Full-Dose CT Scan for Knowledge-Based Bayesian Reconstruction of Current Low-Dose CT Images. - Hao Zhang 026; Hao Han; Zhengrong Liang; Yifan Hu 002; Yan Liu 022; William Moore; Jianhua Ma 001; Hongbing Lu (IEEE Trans. Medical Imaging, 2016)

Erratum to "Extracting Information From Previous Full-Dose CT Scan for Knowledge-Based Bayesian Reconstruction of Current Low-Dose CT Images". - Hao Zhang 026; Hao Han; Zhengrong Liang; Yifan Hu 002; Yan Liu 022; William Moore; Jianhua Ma 001; Hongbing Lu (IEEE Trans. Medical Imaging, 2016)

Apply Convolutional Neural Network to Lung Nodule Detection: Recent Progress and Challenges. - Jiaxing Tan; Yumei Huo; Zhengrong Liang; Lihong Li 002 (ICSH, 2017)

A feasibility study on estimation of tissue mixture contributions in 3D arterial spin labeling sequence. - Yang Liu 093; Huangsheng Pu; Xi Zhang 017; Baojuan Li; Zhengrong Liang; Hongbing Lu (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2017)

Evaluation of a pulmonary strain model by registration of dynamic CT scans. - Marc Jason Pomeroy; Zhengrong Liang; Anthony Brehm (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2017)

Risk prediction of small pulmonary nodules based on novel CT image texture markers. - Fangfang Han; Bowen Song; He Ma; Wei Qian 001; Zhengrong Liang (Computer-Aided Diagnosis, 2017)

False positive reduction for wall thickness-based detection of colonic flat polyps via CT colonography. - Marc Jason Pomeroy; Lihong C. Li; Hao Han; Xinzhou Wei; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2017)

A study of oral contrast coating on the surface of polyps: an implication for computer-aided detection and classification of polyps. - Harmanpreet Singh; Lihong C. Li; Marc Jason Pomeroy; Perry J. Pickhardt; Matthew A. Barish; Donald P. Harrington; Zhengrong Liang (Computer-Aided Diagnosis, 2017)

A new framework for detection of initial flat polyp candidates based on a dual level set competition model. - Huafeng Wang; Lihong C. Li; Xinzhou Wei; Wanquan Liu; Yuehai Wang; Zhengrong Liang (Computer-Aided Diagnosis, 2017)

A Hybrid CNN Feature Model for Pulmonary Nodule Differentiation Task. - Tingting Zhao; Huafeng Wang; Lihong Li 002; Yifang Qi; Haoqi Gao; Fangfang Han; Zhengrong Liang; Yanmin Qi; Yuan Cao (BIVPCS/POCUS@MICCAI, 2017)

Haustral loop extraction for CT colonography using geodesics. - Yongkai Liu; Chaijie Duan; Jerome Zhengrong Liang; Jing Hu; Hongbing Lu; Mingyue Luo (Int. J. Comput. Assist. Radiol. Surg., 2017)

Guest Editorial Low-Dose CT: What Has Been Done, and What Challenges Remain? - Jerome Zhengrong Liang; Patrick J. La Rivière; Georges El Fakhri; Stephen J. Glick; Jeffrey H. Siewerdsen (IEEE Trans. Medical Imaging, 2017)

Robust Low-Dose CT Sinogram Preprocessing via Exploiting Noise-Generating Mechanism. - Qi Xie; Dong Zeng; Qian Zhao 002; Deyu Meng; Zongben Xu; Zhengrong Liang; Jianhua Ma 001 (IEEE Trans. Medical Imaging, 2017)

Low-Dose Dynamic Cerebral Perfusion Computed Tomography Reconstruction via Kronecker-Basis-Representation Tensor Sparsity Regularization. - Dong Zeng; Qi Xie; Wenfei Cao; Jiahui Lin; Hao Zhang 026; Shanli Zhang; Jing Huang 018; Zhaoying Bian; Deyu Meng; Zongben Xu; Zhengrong Liang; Wufan Chen; et al. (IEEE Trans. Medical Imaging, 2017)

A Novel Hybrid Active Contour Model for Medical Image Segmentation Driven by Legendre Polynomials. - Bo Chen 004; Shan Huang; Wensheng Chen; Zhengrong Liang (CIS, 2018)

Direct prior regularization from anatomical images for cone beam x-ray luminescence computed tomography reconstruction. - Peng Gao; Junyan Rong; Tianshuai Liu; Wenli Zhang; Huangsheng Pu; Zhengrong Liang; Hongbing Lu (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Low dose CT reconstruction with nonlocal means-based prior predicted from normal-dose CT database. - Junyan Rong; Yuanke Zhang; Tianshuai Liu; Peng Gao; Yuxiang Xing; Zhengrong Liang; Hongbing Lu (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

A new fractional order derivative based active contour model for colon wall segmentation. - Bo Chen 004; Lihong C. Li; Huafeng Wang; Xinzhou Wei; Shan Huang; Wensheng Chen; Zhengrong Liang (Computer-Aided Diagnosis, 2018)

Histogram-based adaptive gray level scaling for texture feature classification of colorectal polyps. - Marc Jason Pomeroy; Hongbing Lu; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2018)

A Fast Automatic Juxta-pleural Lung Nodule Detection Framework Using Convolutional Neural Networks and Vote Algorithm. - Jiaxing Tan; Yumei Huo; Zhengrong Liang; Lihong Li 002 (Patch-MI@MICCAI, 2018)

A new medical image segmentation model based on fractional order differentiation and level set. - Bo Chen 004; Shan Huang; Feifei Xie; Lihong C. Li; Wensheng Chen; Zhengrong Liang (Image Processing, 2018)

A new Mumford-Shah total variation minimization based model for sparse-view x-ray computed tomography image reconstruction. - Bo Chen 004; Zhaoying Bian; Xiaohui Zhou; Wensheng Chen; Jianhua Ma 001; Zhengrong Liang (Neurocomputing, 2018)

A sparse representation and dictionary learning based algorithm for image restoration in the presence of Rician noise. - Wensheng Chen; Jie You; Bo Chen 004; Binbin Pan; Lihong Li 002; Marc Jason Pomeroy; Zhengrong Liang (Neurocomputing, 2018)

GLCM-CNN: Gray Level Co-occurrence Matrix based CNN Model for Polyp Diagnosis. - Jiaxing Tan; Yongfeng Gao; Weiguo Cao; Marc Jason Pomeroy; Shu Zhang 006; Yumei Huo; Lihong Li 002; Zhengrong Liang (BHI, 2019)

A local geometrical metric-based model for polyp classification. - Weiguo Cao; Marc Jason Pomeroy; Perry J. Pickhardt; Matthew A. Barish; Samuel Stanley III; Zhengrong Liang (Computer-Aided Diagnosis, 2019)

Predicting unnecessary nodule biopsy for a small lung cancer screening dataset by less-abstractive deep features. - Fangfang Han; Linkai Yan; Chen Li 022; Shouliang Qi; William Moore; Zhengrong Liang; Wei Qian 001 (Computer-Aided Diagnosis, 2019)

Improved polyp classification by inclusion of the surrounding colon wall textures. - Marc Jason Pomeroy; Almas F. Abbasi; Kevin Baker; Matthew A. Barish; Samuel Stanley III; Kenneth Ng; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2019)

The detection of non-polypoid colorectal lesions using the texture feature extracted from intact colon wall: a pilot study. - Hainan Sang; Jiang Meng; Yang Liu 093; Zhengrong Liang; Hongbing Lu (Computer-Aided Diagnosis, 2019)

Differentiation of polyps by clinical colonoscopy via integrated color information, image derivatives and machine learning. - Yi Wang; Marc Jason Pomeroy; Weiguo Cao; Yongfeng Gao; Edward Sun; Samuel Stanley III; Juan Carlos Bucobo; Zhengrong Liang (Computer-Aided Diagnosis, 2019)

Polyp classification by Weber's Law as texture descriptor for clinical colonoscopy. - Yi Wang; Marc Jason Pomeroy; Weiguo Cao; Yongfeng Gao; Edward Sun; Samuel Stanley III; Zhengrong Liang; Juan Carlos Bucobo (Computer-Aided Diagnosis, 2019)

Sharpness preserved sinogram synthesis using convolutional neural network for sparse-view CT imaging. - Jiaxing Tan; Yongfeng Gao; Yumei Huo; Lihong Li 002; Zhengrong Liang (Image Processing, 2019)

A statistical analysis of oral tagging in CT colonography and its impact on flat polyp detection and characterization. - Marc Jason Pomeroy; Matthew A. Barish; Perry J. Pickhardt; Jie Yang; Zhengrong Liang (Image Perception, Observer Performance, and Technology Assessment, 2019)

An investigation of CNN models for differentiating malignant from benign lesions using small pathologically proven datasets. - Shu Zhang 006; Fangfang Han; Zhengrong Liang; Jiaxing Tan; Weiguo Cao; Yongfeng Gao; Marc Jason Pomeroy; Kenneth Ng; Wei Hou (Comput. Medical Imaging Graph., 2019)

A Feasibility Study of Extracting Tissue Textures From a Previous Full-Dose CT Database as Prior Knowledge for Bayesian Reconstruction of Current Low-Dose CT Images. - Yongfeng Gao; Zhengrong Liang; William Moore; Hao Zhang 026; Marc Jason Pomeroy; John A. Ferretti; Thomas V. Bilfinger; Jianhua Ma 001; Hongbing Lu (IEEE Trans. Medical Imaging, 2019)

Multi-scale characterizations of colon polyps via computed tomographic colonography. - Weiguo Cao; Marc Jason Pomeroy; Yongfeng Gao; Matthew A. Barish; Almas F. Abbasi; Perry J. Pickhardt; Zhengrong Liang (Vis. Comput. Ind. Biomed. Art, 2019)

Energy enhanced tissue texture in spectral computed tomography for lesion classification. - Yongfeng Gao; Yongyi Shi; Weiguo Cao; Shu Zhang 006; Zhengrong Liang (Vis. Comput. Ind. Biomed. Art, 2019)

Improved computer-aided detection of pulmonary nodules via deep learning in the sinogram domain. - Yongfeng Gao; Jiaxing Tan; Zhengrong Liang; Lihong Li 002; Yumei Huo (Vis. Comput. Ind. Biomed. Art, 2019)

Editorial: medical imaging modeling. - Jerome Zhengrong Liang (Vis. Comput. Ind. Biomed. Art, 2019)

A deep learning based integration of multiple texture patterns from intensity, gradient and curvature GLCMs in differentiating the malignant from benign polyps. - Shu Zhang 006; Weiguo Cao; Marc Jason Pomeroy; Yongfeng Gao; Jiaxing Tan; Zhengrong Liang (Computer-Aided Diagnosis, 2020)

Deformation robust texture features for polyp classification via CT colonography. - Weiguo Cao; Marc Jason Pomeroy; Shu Zhang 006; Perry J. Pickhardt; Hongbing Lu; Zhengrong Liang (Computer-Aided Diagnosis, 2020)

Integration of optical and virtual colonoscopy images for enhanced classification of colorectal polyps. - Marc Jason Pomeroy; Yi Wang; Anushka Banerjee; Almas F. Abbasi; Matthew A. Barish; Edward Sun; Juan Carlos Bucobo; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2020)

A multi-stage fusion strategy for multi-scale GLCM-CNN model in differentiating malignant from benign polyps. - Jiaxing Tan; Shu Zhang 006; Weiguo Cao; Yongfeng Gao; Lihong Li 002; Yumei Huo; Zhengrong Liang (Computer-Aided Diagnosis, 2020)

Predicting Unnecessary Nodule Biopsies from a Small, Unbalanced, and Pathologically Proven Dataset by Transfer Learning. - Fangfang Han; Linkai Yan; Junxin Chen 001; Yueyang Teng; Shuo Chen 005; Shouliang Qi; Wei Qian 001; Jie Yang; William Moore; Shu Zhang 006; Zhengrong Liang (J. Digit. Imaging, 2020)

Contrast-Medium Anisotropy-Aware Tensor Total Variation Model for Robust Cerebral Perfusion CT Reconstruction With Low-Dose Scans. - Yuanke Zhang; Jiangjun Peng; Dong Zeng; Qi Xie; Sui Li; Zhaoying Bian; Yongbo Wang; Yong Zhang; Qian Zhao 002; Hao Zhang 026; Zhengrong Liang; Hongbing Lu; et al. (IEEE Trans. Computational Imaging, 2020)

Spectral CT Reconstruction via Low-Rank Representation and Region-Specific Texture Preserving Markov Random Field Regularization. - Yongyi Shi; Yongfeng Gao; Yanbo Zhang; Junqi Sun; Xuanqin Mou; Zhengrong Liang (IEEE Trans. Medical Imaging, 2020)

3D-GLCM CNN: A 3-Dimensional Gray-Level Co-Occurrence Matrix-Based CNN Model for Polyp Classification via CT Colonography. - Jiaxing Tan; Yongfeng Gao; Zhengrong Liang; Weiguo Cao; Marc Jason Pomeroy; Yumei Huo; Lihong Li 002; Matthew A. Barish; Almas F. Abbasi; Perry J. Pickhardt (IEEE Trans. Medical Imaging, 2020)

A vector representation of local image contrast patterns for lesion classification. - Weiguo Cao; Marc Jason Pomeroy; Yongfeng Gao; Perry J. Pickhardt; Almas F. Abbasi; Jela Bandovic; Zhengrong Liang (Computer-Aided Diagnosis, 2022)

A feasibility study of computer-aided diagnosis with DECT Bayesian reconstruction for polyp classification. - Shaojie Chang; Yongfeng Gao; Marc Jason Pomeroy; Siming Lu; Zhengrong Liang (Computer-Aided Diagnosis, 2022)

A Bagging Strategy-Based Multi-scale Texture GLCM-CNN Model for Differentiating Malignant from Benign Lesions Using Small Pathologically Proven Dataset. - Shu Zhang 006; Jinru Wu; Sigang Yu; Ruoyang Wang; Enze Shi; Yongfeng Gao; Zhengrong Liang (MMMI@MICCAI, 2022)

Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity. - Weiguo Cao; Marc Jason Pomeroy; Zhengrong Liang; Yongfeng Gao; Yongyi Shi; Jiaxing Tan; Fangfang Han; Jing Wang 022; Jianhua Ma 001; Hongbin Lu; Almas F. Abbasi; Perry J. Pickhardt (CoRR, 2022)

An Adaptive Learning Model for Multiscale Texture Features in Polyp Classification via Computed Tomographic Colonography. - Weiguo Cao; Marc Jason Pomeroy; Shu Zhang 006; Jiaxing Tan; Zhengrong Liang; Yongfeng Gao; Almas F. Abbasi; Perry J. Pickhardt (Sensors, 2022)

Vector textures derived from higher order derivative domains for classification of colorectal polyps. - Weiguo Cao; Marc Jason Pomeroy; Zhengrong Liang; Almas F. Abbasi; Perry J. Pickhardt; Hongbing Lu (Vis. Comput. Ind. Biomed. Art, 2022)

Open-source algorithm and software for computed tomography-based virtual pancreatoscopy and other applications. - Haofan Huang; Xiaxia Yu; Mu Tian; Weizhen He; Shawn Xiang Li; Zhengrong Liang; Yi Gao 002 (Vis. Comput. Ind. Biomed. Art, 2022)

Using virtual monoenergetic images in Karhunen-Loève domain to differentiate lesion pathology. - Yongfeng Gao; Shaojie Chang; Marc Jason Pomeroy; Lihong Li 002; Zhengrong Liang (Computer-Aided Diagnosis, 2023)

A Joint-Parameter Estimation and Bayesian Reconstruction Approach to Low-Dose CT. - Yongfeng Gao; Siming Lu; Yongyi Shi; Shaojie Chang; Hao Zhang 026; Wei Hou; Lihong Li 002; Zhengrong Liang (Sensors, 2023)

Exploring Dual-Energy CT Spectral Information for Machine Learning-Driven Lesion Diagnosis in Pre-Log Domain. - Shaojie Chang; Yongfeng Gao; Marc Jason Pomeroy; Ti Bai; Hao Zhang 026; Siming Lu; Perry J. Pickhardt; Amit Gupta; Michael Reiter; Elaine S. Gould; Zhengrong Liang (IEEE Trans. Medical Imaging, 2023)

MM-GLCM-CNN: A multi-scale and multi-level based GLCM-CNN for polyp classification. - Shu Zhang 006; Jinru Wu; Enze Shi; Sigang Yu; Yongfeng Gao; Lihong Li 002; Licheng Ryan Kuo; Marc Jason Pomeroy; Jerome Zhengrong Liang (Comput. Medical Imaging Graph., 2023)

Machine Learned Texture Prior From Full-Dose CT Database via Multi-Modality Feature Selection for Bayesian Reconstruction of Low-Dose CT. - Yongfeng Gao; Jiaxing Tan; Yongyi Shi; Hao Zhang 026; Siming Lu; Amit Gupta; Haifang Li; Michael Reiter; Zhengrong Liang (IEEE Trans. Medical Imaging, 2023)

Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction. - Yongyi Shi; Yongfeng Gao; Qiong Xu; Yang Li; Xuanqin Mou; Zhengrong Liang (IEEE Trans. Medical Imaging, 2024)