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)

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)

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 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)

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)

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)

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)

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)

Performance investigation of deep learning vs. classifier for polyp differentiation via texture features. - David Liang; David Wang; Alice Wei; Yeseul Choi; Shu Zhang 006; Marc Jason Pomeroy; Perry J. Pickhardt (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)

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)

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)

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)

An investigation on energy spectral information of computed tomography for machine learning in lesion classification. - Daniel Liang; David Liang; Alice Wei; Licheng Ryan Kuo; Shaojie Chang; Marc Jason Pomeroy; Yongfeng Gao (Computer-Aided Diagnosis, 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)