Zhengrong Liang
Orcid: 0000-0002-0720-8598
According to our database1,
Zhengrong Liang
authored at least 167 papers
between 1994 and 2023.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2007, "For contributions to medical image reconstruction and virtual colonoscopy".
Timeline
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On csauthors.net:
Bibliography
2023
Machine Learned Texture Prior From Full-Dose CT Database via Multi-Modality Feature Selection for Bayesian Reconstruction of Low-Dose CT.
IEEE Trans. Medical Imaging, November, 2023
Comput. Medical Imaging Graph., September, 2023
Exploring Dual-Energy CT Spectral Information for Machine Learning-Driven Lesion Diagnosis in Pre-Log Domain.
IEEE Trans. Medical Imaging, June, 2023
Sensors, February, 2023
Using virtual monoenergetic images in Karhunen-Loève domain to differentiate lesion pathology.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
2022
Open-source algorithm and software for computed tomography-based virtual pancreatoscopy and other applications.
Vis. Comput. Ind. Biomed. Art, 2022
Vector textures derived from higher order derivative domains for classification of colorectal polyps.
Vis. Comput. Ind. Biomed. Art, 2022
An Adaptive Learning Model for Multiscale Texture Features in Polyp Classification via Computed Tomographic Colonography.
Sensors, 2022
Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity.
CoRR, 2022
A Bagging Strategy-Based Multi-scale Texture GLCM-CNN Model for Differentiating Malignant from Benign Lesions Using Small Pathologically Proven Dataset.
Proceedings of the Multiscale Multimodal Medical Imaging - Third International Workshop, 2022
A feasibility study of computer-aided diagnosis with DECT Bayesian reconstruction for polyp classification.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
2020
3D-GLCM CNN: A 3-Dimensional Gray-Level Co-Occurrence Matrix-Based CNN Model for Polyp Classification via CT Colonography.
IEEE Trans. Medical Imaging, 2020
Spectral CT Reconstruction via Low-Rank Representation and Region-Specific Texture Preserving Markov Random Field Regularization.
IEEE Trans. Medical Imaging, 2020
Contrast-Medium Anisotropy-Aware Tensor Total Variation Model for Robust Cerebral Perfusion CT Reconstruction With Low-Dose Scans.
IEEE Trans. Computational Imaging, 2020
Predicting Unnecessary Nodule Biopsies from a Small, Unbalanced, and Pathologically Proven Dataset by Transfer Learning.
J. Digit. Imaging, 2020
A multi-stage fusion strategy for multi-scale GLCM-CNN model in differentiating malignant from benign polyps.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Integration of optical and virtual colonoscopy images for enhanced classification of colorectal polyps.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
A deep learning based integration of multiple texture patterns from intensity, gradient and curvature GLCMs in differentiating the malignant from benign polyps.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
2019
Improved computer-aided detection of pulmonary nodules via deep learning in the sinogram domain.
Vis. Comput. Ind. Biomed. Art, 2019
Energy enhanced tissue texture in spectral computed tomography for lesion classification.
Vis. Comput. Ind. Biomed. Art, 2019
Vis. Comput. Ind. Biomed. Art, 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.
IEEE Trans. Medical Imaging, 2019
An investigation of CNN models for differentiating malignant from benign lesions using small pathologically proven datasets.
Comput. Medical Imaging Graph., 2019
A statistical analysis of oral tagging in CT colonography and its impact on flat polyp detection and characterization.
Proceedings of the Medical Imaging 2019: Image Perception, 2019
Sharpness preserved sinogram synthesis using convolutional neural network for sparse-view CT imaging.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Differentiation of polyps by clinical colonoscopy via integrated color information, image derivatives and machine learning.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
The detection of non-polypoid colorectal lesions using the texture feature extracted from intact colon wall: a pilot study.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Predicting unnecessary nodule biopsy for a small lung cancer screening dataset by less-abstractive deep features.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
A sparse representation and dictionary learning based algorithm for image restoration in the presence of Rician noise.
Neurocomputing, 2018
A new Mumford-Shah total variation minimization based model for sparse-view x-ray computed tomography image reconstruction.
Neurocomputing, 2018
A new medical image segmentation model based on fractional order differentiation and level set.
Proceedings of the Medical Imaging 2018: Image Processing, 2018
A Fast Automatic Juxta-pleural Lung Nodule Detection Framework Using Convolutional Neural Networks and Vote Algorithm.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2018
Histogram-based adaptive gray level scaling for texture feature classification of colorectal polyps.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
A new fractional order derivative based active contour model for colon wall segmentation.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Low dose CT reconstruction with nonlocal means-based prior predicted from normal-dose CT database.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018
Direct prior regularization from anatomical images for cone beam x-ray luminescence computed tomography reconstruction.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018
A Novel Hybrid Active Contour Model for Medical Image Segmentation Driven by Legendre Polynomials.
Proceedings of the 14th International Conference on Computational Intelligence and Security, 2018
2017
Low-Dose Dynamic Cerebral Perfusion Computed Tomography Reconstruction via Kronecker-Basis-Representation Tensor Sparsity Regularization.
IEEE Trans. Medical Imaging, 2017
IEEE Trans. Medical Imaging, 2017
IEEE Trans. Medical Imaging, 2017
Int. J. Comput. Assist. Radiol. Surg., 2017
Proceedings of the Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound, 2017
A new framework for detection of initial flat polyp candidates based on a dual level set competition model.
Proceedings of the Medical Imaging 2017: 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.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
False positive reduction for wall thickness-based detection of colonic flat polyps via CT colonography.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017
A feasibility study on estimation of tissue mixture contributions in 3D arterial spin labeling sequence.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017
Apply Convolutional Neural Network to Lung Nodule Detection: Recent Progress and Challenges.
Proceedings of the Smart Health - International Conference, 2017
2016
Erratum to "Extracting Information From Previous Full-Dose CT Scan for Knowledge-Based Bayesian Reconstruction of Current Low-Dose CT Images".
IEEE Trans. Medical Imaging, 2016
Extracting Information From Previous Full-Dose CT Scan for Knowledge-Based Bayesian Reconstruction of Current Low-Dose CT Images.
IEEE Trans. Medical Imaging, 2016
Texture Feature Extraction and Analysis for Polyp Differentiation via Computed Tomography Colonography.
IEEE Trans. Medical Imaging, 2016
α-Information-Based Registration of Dynamic Scans for Magnetic Resonance Cystography.
IEEE J. Biomed. Health Informatics, 2016
Low-dose cerebral perfusion computed tomography image restoration via low-rank and total variation regularizations.
Neurocomputing, 2016
An integrated classifier for computer-aided diagnosis of colorectal polyps based on random forest and location index strategies.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
2015
Fast and Adaptive Detection of Pulmonary Nodules in Thoracic CT Images Using a Hierarchical Vector Quantization Scheme.
IEEE J. Biomed. Health Informatics, 2015
J. Digit. Imaging, 2015
Statistical image reconstruction for low-dose CT using nonlocal means-based regularization. Part II: An adaptive approach.
Comput. Medical Imaging Graph., 2015
A novel colon wall flattening model for computed tomographic colonography: method and validation.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2015
Partial volume correction for arterial spin labeling data using spatial-temporal information.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Computer-Assisted and Robotic Endoscopy - Second International Workshop, 2015
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Distance weighted 'inside disc' classifier for computer-aided diagnosis of colonic polyps.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Detection of colonic polyp candidates with level set-based thickness mapping over the colon wall.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
2014
Correction to "Total Variation-Stokes Strategy for Sparse-View X-ray CT Image Reconstruction".
IEEE Trans. Medical Imaging, 2014
IEEE Trans. Medical Imaging, 2014
Iterative Reconstruction for X-Ray Computed Tomography Using Prior-Image Induced Nonlocal Regularization.
IEEE Trans. Biomed. Eng., 2014
Statistical image reconstruction for low-dose CT using nonlocal means-based regularization.
Comput. Medical Imaging Graph., 2014
ROC operating point selection for classification of imbalanced data with application to computer-aided polyp detection in CT colonography.
Int. J. Comput. Assist. Radiol. Surg., 2014
Volumetric texture features from higher-order images for diagnosis of colon lesions via CT colonography.
Int. J. Comput. Assist. Radiol. Surg., 2014
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014
Proceedings of the Computer-Assisted and Robotic Endoscopy - First International Workshop, 2014
A novel colonic polyp volume segmentation method for computer tomographic colonography.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Automated polyp measurement based on colon structure decomposition for CT colonography.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
An improved high order texture features extraction method with application to pathological diagnosis of colon lesions for CT colonography.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
An adaptive approach to centerline extraction for CT colonography using MAP-EM segmentation and distance field.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Efficient 3D texture feature extraction from CT images for computer-aided diagnosis of pulmonary nodules.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
A novel computer-aided detection system for pulmonary nodule identification in CT images.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Second order total generalized variation for low-dose computed tomography image reconstruction.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Iterative image reconstruction for low-dose x-ray CT using a sinogram restoration induced edge-preserving prior.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
IEEE Trans. Biomed. Eng., 2013
IEEE Trans. Biomed. Eng., 2013
A unified EM approach to bladder wall segmentation with coupled level-set constraints.
Medical Image Anal., 2013
SR-NLM: A sinogram restoration induced non-local means image filtering for low-dose computed tomography.
Comput. Medical Imaging Graph., 2013
Analytical cone-beam SPECT reconstruction algorithm with non-uniform attenuation for general non-circular orbit.
Comput. Biol. Medicine, 2013
Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013
A Novel Computer Aided Detection (CADe) Scheme for Colonic Polyps Based on the Structure Decomposition.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
A dimension reduction strategy for improving the efficiency of computer-aided detection for CT colonography.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
A new 3D texture feature based computer-aided diagnosis approach to differentiate pulmonary nodules.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
2012
An Adaptive Window-Setting Scheme for Segmentation of Bladder Tumor Surface via MR Cystography.
IEEE Trans. Inf. Technol. Biomed., 2012
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
An integrated electronic colon cleansing for CT colonoscopy via MAP-EM segmentation and scale-based scatter correction.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
2011
Volume-Based Features for Detection of Bladder Wall Abnormal Regions via MR Cystography.
IEEE Trans. Biomed. Eng., 2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
2010
A Coupled Level Set Framework for Bladder Wall Segmentation With Application to MR Cystography.
IEEE Trans. Medical Imaging, 2010
Computer-aided detection of bladder tumors based on the thickness mapping of bladder wall in MR images.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Imaging 2010: Visualization, 2010
Proceedings of the Virtual Colonoscopy and Abdominal Imaging. Computational Challenges and Clinical Opportunities, 2010
Improved Curvature Estimation for Shape Analysis in Computer-Aided Detection of Colonic Polyps.
Proceedings of the Virtual Colonoscopy and Abdominal Imaging. Computational Challenges and Clinical Opportunities, 2010
Detecting Bladder Abnormalities Based on Inter-layer Intensity Curve for Virtual Cystoscopy.
Proceedings of the Virtual Colonoscopy and Abdominal Imaging. Computational Challenges and Clinical Opportunities, 2010
Eigenvalue-weighting and feature selection for computer-aided polyp detection in CT colonography.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Projection-based features for reducing false positives in computer-aided detection of colonic polyps in CT colonography.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
2009
Erratum to "An EM Approach to MAP Solution of Segmenting Tissue Mixtures: A Numerical Analysis".
IEEE Trans. Medical Imaging, 2009
IEEE Trans. Medical Imaging, 2009
Int. J. Imaging Syst. Technol., 2009
A coupled level-set framework for bladder wall segmentation with application to MRI-based virtual cystoscopy.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Visualization, 2009
Computer-aided detection of initial polyp candidates with level set-based adaptive convolution.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Reduction of false positives by machine learning for computer-aided detection of colonic polyps.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Quantitative measurement and analysis for detection and treatment planning of developmental dysplasia of the hip.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
2008
Multiscale Penalized Weighted Least-Squares Sinogram Restoration for Low-Dose X-Ray Computed Tomography.
IEEE Trans. Biomed. Eng., 2008
Volume-based feature analysis of mucosa for automatic initial polyp detection in virtual colonoscopy.
Int. J. Comput. Assist. Radiol. Surg., 2008
An Integrated MRI and MRS Approach to Evaluation of Multiple Sclerosis with Cognitive Impairment.
Proceedings of the Medical Biometrics, First International Conference, 2008
A Theoretical Solution to Partial Volume MAP-EM Tissue Mixture Segmentation 93 for CT/MRI Imaging Modalities.
Proceedings of the Image Analysis, 2008
2007
Guest Editorial: Medical Imaging Informatics - an Information Processing from Image Formation to Visualization.
Int. J. Image Graph., 2007
Fast Analytical Reconstruction of Gated Cardiac SPECT with Non-Uniform Attenuation Compensation.
Int. J. Image Graph., 2007
2006
Penalized weighted least-squares approach to sinogram noise reduction and image reconstruction for low-dose X-ray computed tomography.
IEEE Trans. Medical Imaging, 2006
An Improved Electronic Colon Cleansing Method for Detection of Colonic Polyps by Virtual Colonoscopy.
IEEE Trans. Biomed. Eng., 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Tissue Mixture Characterization In The Presence of Mri Inhomogeneity by the Em Algorithm.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Multiscale Penalized Weighted Least-Squares Sinogram Restoration for Low-Dose X-Ray Computed Tomography.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
An efficient reconstruction method for nonuniform attenuation compensation in nonparallel beam geometries based on Novikov's explicit inversion formula.
IEEE Trans. Medical Imaging, 2005
Evaluation of an efficient compensation method for quantitative fan-beam brain SPECT reconstruction.
IEEE Trans. Medical Imaging, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Computer aided diagnosis and treatment planning for developmental dysplasia of the hip.
Proceedings of the Medical Imaging 2005: Visualization, 2005
2004
IEEE Trans. Medical Imaging, 2004
Computer-aided detection and diagnosis of colon polyps with morphological and texture features.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
SNR-weighted sinogram smoothing with improved noise-resolution properties for low-dose x-ray computed tomography.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Visualization, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Mixture-based bone segmentation and its application in computer aided diagnosis and treatment planning.
Proceedings of the Third International Conference on Image and Graphics, 2004
Colonic polyp characterization and detection based on both morphological and texture features.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
Analytical solution to 3D SPECT reconstruction with non-uniform attenuation, scatter, and spatially-variant resolution variation for variable focal-length fan-beam collimators.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
2002
IEEE Trans. Medical Imaging, 2002
Toward an analytical solution for 3D SPECT reconstruction with nonuniform attenuation and distance-dependent resolution variation: a Monte Carlo simulation study.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Automated segmentation method for the 3D ultrasound carotid image based on geometrically deformable model with automatic merge function.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Proceedings of the Medical Imaging 2002: Visualization, 2002
Proceedings of the Medical Imaging 2002: Visualization, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
IEEE Trans. Vis. Comput. Graph., 2001
Combined transformation of ordering SPECT sinograms for signal extraction from measurements with Poisson noise.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Segmentation of brain MR images: a self-adaptive online vector quantization approach.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
2000
IEEE Trans. Medical Imaging, 2000
Tree-branch-searching multiresolution approach to skeletonization for virtual endoscopy.
Proceedings of the Medical Imaging 2000: Image Processing, 2000
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.
IEEE Trans. Medical Imaging, 1999
Proceedings of the 10th IEEE Visualization Conference, 1999
1998
A Harmonic Decomposition Reconstruction Algorithm for Spatially-Varying Focal Length Collimators.
IEEE Trans. Medical Imaging, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
1997
Benefits of Angular Expression to Reconstruction Algorithms for Collimators with Spatially Varying Focal Lengths.
IEEE Trans. Medical Imaging, 1997
Proceedings of the 8th IEEE Visualization Conference, 1997
1994
IEEE Trans. Medical Imaging, 1994
Detector response restoration in image reconstruction of high resolution positron emission tomography.
IEEE Trans. Medical Imaging, 1994