Marc J. Pomeroy

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 19

Top Topics

Dictionary Learning

Affine Invariant

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Vis. Comput. Ind. Biomed. Art

IEEE Trans. Medical Imaging

Publications

Shaojie Chang, Yongfeng Gao, Marc J. Pomeroy, Ti Bai, Hao Zhang, Siming Lu, Perry J. Pickhardt, Amit Gupta, Michael Reiter, Elaine S. Gould, Zhengrong Liang
Exploring Dual-Energy CT Spectral Information for Machine Learning-Driven Lesion Diagnosis in Pre-Log Domain. IEEE Trans. Medical Imaging 42 (6) (2023)
Weiguo Cao, Marc J. Pomeroy, Shu Zhang, Jiaxing Tan, Zhengrong Liang, Yongfeng Gao, Almas F. Abbasi, Perry J. Pickhardt
An Adaptive Learning Model for Multiscale Texture Features in Polyp Classification via Computed Tomographic Colonography. Sensors 22 (3) (2022)
Weiguo Cao, Marc J. Pomeroy, Zhengrong Liang, Almas F. Abbasi, Perry J. Pickhardt, Hongbing Lu
Vector textures derived from higher order derivative domains for classification of colorectal polyps. Vis. Comput. Ind. Biomed. Art 5 (1) (2022)
Weiguo Cao, Marc J. Pomeroy, Zhengrong Liang, Yongfeng Gao, Yongyi Shi, Jiaxing Tan, Fangfang Han, Jing Wang, Jianhua Ma, Hongbin Lu, Almas F. Abbasi, Perry J. Pickhardt
Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity. CoRR (2022)
Jiaxing Tan, Yongfeng Gao, Zhengrong Liang, Weiguo Cao, Marc J. Pomeroy, Yumei Huo, Lihong Li, Matthew A. Barish, Almas F. Abbasi, Perry J. Pickhardt
3D-GLCM CNN: A 3-Dimensional Gray-Level Co-Occurrence Matrix-Based CNN Model for Polyp Classification via CT Colonography. IEEE Trans. Medical Imaging 39 (6) (2020)
Jiaxing Tan, Yongfeng Gao, Weiguo Cao, Marc J. Pomeroy, Shu Zhang, Yumei Huo, Lihong Li, Zhengrong Liang
GLCM-CNN: Gray Level Co-occurrence Matrix based CNN Model for Polyp Diagnosis. BHI (2019)
Marc J. Pomeroy, Almas F. Abbasi, Kevin Baker, Matthew A. Barish, Samuel Stanley III, Kenneth Ng, Perry J. Pickhardt, Zhengrong Liang
Improved polyp classification by inclusion of the surrounding colon wall textures. Medical Imaging: Computer-Aided Diagnosis (2019)
Weiguo Cao, Marc J. Pomeroy, Perry J. Pickhardt, Matthew A. Barish, Samuel Stanley III, Zhengrong Liang
A local geometrical metric-based model for polyp classification. Medical Imaging: Computer-Aided Diagnosis (2019)
Shu Zhang, Fangfang Han, Zhengrong Liang, Jiaxing Tan, Weiguo Cao, Yongfeng Gao, Marc J. Pomeroy, Kenneth Ng, Wei Hou
An investigation of CNN models for differentiating malignant from benign lesions using small pathologically proven datasets. Comput. Medical Imaging Graph. 77 (2019)
Yi Wang, Marc J. Pomeroy, Weiguo Cao, Yongfeng Gao, Edward Sun, Samuel Stanley III, Juan Carlos Bucobo, Zhengrong Liang
Differentiation of polyps by clinical colonoscopy via integrated color information, image derivatives and machine learning. Medical Imaging: Computer-Aided Diagnosis (2019)
Marc J. Pomeroy, Matthew A. Barish, Perry J. Pickhardt, Jie Yang, Zhengrong Liang
A statistical analysis of oral tagging in CT colonography and its impact on flat polyp detection and characterization. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2019)
Yi Wang, Marc J. Pomeroy, Weiguo Cao, Yongfeng Gao, Edward Sun, Samuel Stanley III, Zhengrong Liang, Juan Carlos Bucobo
Polyp classification by Weber's Law as texture descriptor for clinical colonoscopy. Medical Imaging: Computer-Aided Diagnosis (2019)
Weiguo Cao, Marc J. Pomeroy, Yongfeng Gao, Matthew A. Barish, Almas F. Abbasi, Perry J. Pickhardt, Zhengrong Liang
Multi-scale characterizations of colon polyps via computed tomographic colonography. Vis. Comput. Ind. Biomed. Art 2 (2019)
Yongfeng Gao, Zhengrong Liang, William Moore, Hao Zhang, Marc J. Pomeroy, John A. Ferretti, Thomas V. Bilfinger, Jianhua Ma, Hongbing Lu
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 38 (8) (2019)
Wensheng Chen, Jie You, Bo Chen, Binbin Pan, Lihong Li, Marc J. Pomeroy, Zhengrong Liang
A sparse representation and dictionary learning based algorithm for image restoration in the presence of Rician noise. Neurocomputing 286 (2018)
Marc J. Pomeroy, Hongbing Lu, Perry J. Pickhardt, Zhengrong Liang
Histogram-based adaptive gray level scaling for texture feature classification of colorectal polyps. Medical Imaging: Computer-Aided Diagnosis (2018)
Marc J. Pomeroy, Zhengrong Liang, Anthony Brehm
Evaluation of a pulmonary strain model by registration of dynamic CT scans. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Harmanpreet Singh, Lihong C. Li, Marc J. Pomeroy, Perry J. Pickhardt, Matthew A. Barish, Donald P. Harrington, Zhengrong Liang
A study of oral contrast coating on the surface of polyps: an implication for computer-aided detection and classification of polyps. Medical Imaging: Computer-Aided Diagnosis (2017)
Marc J. Pomeroy, Lihong C. Li, Hao Han, Xinzhou Wei, Perry J. Pickhardt, Zhengrong Liang
False positive reduction for wall thickness-based detection of colonic flat polyps via CT colonography. Medical Imaging: Computer-Aided Diagnosis (2017)