Marc Jason Pomeroy

29 papers Journal 11Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Lesion Classification by Model-Based Feature Extraction: A Differential Affine Invariant Model of Soft Tissue Elasticity in CT Images. J. Imaging Inform. Medicine Weiguo Cao, Marc Jason Pomeroy, Zhengrong Liang, Yongfeng Gao, Yongyi Shi, Jiaxing Tan, Fangfang Han, Jing Wang, Jianhua Ma, Hongbing Lu, Almas F. Abbasi, Perry J. Pickhardt
2023	—	`conf`	An investigation on energy spectral information of computed tomography for machine learning in lesion classification. Computer-Aided Diagnosis Daniel Liang, David Liang, Alice Wei, Licheng Ryan Kuo, Shaojie Chang, Marc Jason Pomeroy, Yongfeng Gao
2023	J	`jnl`	Exploring Dual-Energy CT Spectral Information for Machine Learning-Driven Lesion Diagnosis in Pre-Log Domain. IEEE Trans. Medical Imaging Shaojie Chang, Yongfeng Gao, Marc Jason Pomeroy, Ti Bai, Hao Zhang, Siming Lu, Perry J. Pickhardt, Amit Gupta, Michael Reiter, Elaine S. Gould, Zhengrong Liang
2023	J	`jnl`	MM-GLCM-CNN: A multi-scale and multi-level based GLCM-CNN for polyp classification. Comput. Medical Imaging Graph. Shu Zhang, Jinru Wu, Enze Shi, Sigang Yu, Yongfeng Gao, Lihong Li, Licheng Ryan Kuo, Marc Jason Pomeroy, Jerome Zhengrong Liang
2023	—	`conf`	Using virtual monoenergetic images in Karhunen-Loève domain to differentiate lesion pathology. Computer-Aided Diagnosis Yongfeng Gao, Shaojie Chang, Marc Jason Pomeroy, Lihong Li, Zhengrong Liang
2022	—	`conf`	A feasibility study of computer-aided diagnosis with DECT Bayesian reconstruction for polyp classification. Computer-Aided Diagnosis Shaojie Chang, Yongfeng Gao, Marc Jason Pomeroy, Siming Lu, Zhengrong Liang
2022	—	`conf`	A vector representation of local image contrast patterns for lesion classification. Computer-Aided Diagnosis Weiguo Cao, Marc Jason Pomeroy, Yongfeng Gao, Perry J. Pickhardt, Almas F. Abbasi, Jela Bandovic, Zhengrong Liang
2022	J	`jnl`	An Adaptive Learning Model for Multiscale Texture Features in Polyp Classification via Computed Tomographic Colonography. Sensors Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Jiaxing Tan, Zhengrong Liang, Yongfeng Gao, Almas F. Abbasi, Perry J. Pickhardt
2022	J	`jnl`	Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity. CoRR Weiguo Cao, Marc Jason Pomeroy, Zhengrong Liang, Yongfeng Gao, Yongyi Shi, Jiaxing Tan, Fangfang Han, Jing Wang, Jianhua Ma, Hongbin Lu, Almas F. Abbasi, Perry J. Pickhardt
2022	J	`jnl`	Vector textures derived from higher order derivative domains for classification of colorectal polyps. Vis. Comput. Ind. Biomed. Art Weiguo Cao, Marc Jason Pomeroy, Zhengrong Liang, Almas F. Abbasi, Perry J. Pickhardt, Hongbing Lu
2020	J	`jnl`	3D-GLCM CNN: A 3-Dimensional Gray-Level Co-Occurrence Matrix-Based CNN Model for Polyp Classification via CT Colonography. IEEE Trans. Medical Imaging Jiaxing Tan, Yongfeng Gao, Zhengrong Liang, Weiguo Cao, Marc Jason Pomeroy, Yumei Huo, Lihong Li, Matthew A. Barish, Almas F. Abbasi, Perry J. Pickhardt
2020	—	`conf`	A deep learning based integration of multiple texture patterns from intensity, gradient and curvature GLCMs in differentiating the malignant from benign polyps. Computer-Aided Diagnosis Shu Zhang, Weiguo Cao, Marc Jason Pomeroy, Yongfeng Gao, Jiaxing Tan, Zhengrong Liang
2020	—	`conf`	Deformation robust texture features for polyp classification via CT colonography. Computer-Aided Diagnosis Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Perry J. Pickhardt, Hongbing Lu, Zhengrong Liang
2020	—	`conf`	Integration of optical and virtual colonoscopy images for enhanced classification of colorectal polyps. Computer-Aided Diagnosis Marc Jason Pomeroy, Yi Wang, Anushka Banerjee, Almas F. Abbasi, Matthew A. Barish, Edward Sun, Juan Carlos Bucobo, Perry J. Pickhardt, Zhengrong Liang
2020	—	`conf`	Performance investigation of deep learning vs. classifier for polyp differentiation via texture features. Computer-Aided Diagnosis David Liang, David Wang, Alice Wei, Yeseul Choi, Shu Zhang, Marc Jason Pomeroy, Perry J. Pickhardt
2019	J	`jnl`	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 Yongfeng Gao, Zhengrong Liang, William Moore, Hao Zhang, Marc Jason Pomeroy, John A. Ferretti, Thomas V. Bilfinger, Jianhua Ma, Hongbing Lu
2019	—	`conf`	A local geometrical metric-based model for polyp classification. Computer-Aided Diagnosis Weiguo Cao, Marc Jason Pomeroy, Perry J. Pickhardt, Matthew A. Barish, Samuel Stanley III, Zhengrong Liang
2019	—	`conf`	A statistical analysis of oral tagging in CT colonography and its impact on flat polyp detection and characterization. Image Perception, Observer Performance, and Technology Assessment Marc Jason Pomeroy, Matthew A. Barish, Perry J. Pickhardt, Jie Yang, Zhengrong Liang
2019	J	`jnl`	An investigation of CNN models for differentiating malignant from benign lesions using small pathologically proven datasets. Comput. Medical Imaging Graph. Shu Zhang, Fangfang Han, Zhengrong Liang, Jiaxing Tan, Weiguo Cao, Yongfeng Gao, Marc Jason Pomeroy, Kenneth Ng, Wei Hou
2019	—	`conf`	Differentiation of polyps by clinical colonoscopy via integrated color information, image derivatives and machine learning. Computer-Aided Diagnosis Yi Wang, Marc Jason Pomeroy, Weiguo Cao, Yongfeng Gao, Edward Sun, Samuel Stanley III, Juan Carlos Bucobo, Zhengrong Liang
2019	—	`conf`	GLCM-CNN: Gray Level Co-occurrence Matrix based CNN Model for Polyp Diagnosis. BHI Jiaxing Tan, Yongfeng Gao, Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Yumei Huo, Lihong Li, Zhengrong Liang
2019	—	`conf`	Improved polyp classification by inclusion of the surrounding colon wall textures. Computer-Aided Diagnosis Marc Jason Pomeroy, Almas F. Abbasi, Kevin Baker, Matthew A. Barish, Samuel Stanley III, Kenneth Ng, Perry J. Pickhardt, Zhengrong Liang
2019	J	`jnl`	Multi-scale characterizations of colon polyps via computed tomographic colonography. Vis. Comput. Ind. Biomed. Art Weiguo Cao, Marc Jason Pomeroy, Yongfeng Gao, Matthew A. Barish, Almas F. Abbasi, Perry J. Pickhardt, Zhengrong Liang
2019	—	`conf`	Polyp classification by Weber's Law as texture descriptor for clinical colonoscopy. Computer-Aided Diagnosis Yi Wang, Marc Jason Pomeroy, Weiguo Cao, Yongfeng Gao, Edward Sun, Samuel Stanley III, Zhengrong Liang, Juan Carlos Bucobo
2018	J	`jnl`	A sparse representation and dictionary learning based algorithm for image restoration in the presence of Rician noise. Neurocomputing Wensheng Chen, Jie You, Bo Chen, Binbin Pan, Lihong Li, Marc Jason Pomeroy, Zhengrong Liang
2018	—	`conf`	Histogram-based adaptive gray level scaling for texture feature classification of colorectal polyps. Computer-Aided Diagnosis Marc Jason Pomeroy, Hongbing Lu, Perry J. Pickhardt, Zhengrong Liang
2017	—	`conf`	A study of oral contrast coating on the surface of polyps: an implication for computer-aided detection and classification of polyps. Computer-Aided Diagnosis Harmanpreet Singh, Lihong C. Li, Marc Jason Pomeroy, Perry J. Pickhardt, Matthew A. Barish, Donald P. Harrington, Zhengrong Liang
2017	—	`conf`	Evaluation of a pulmonary strain model by registration of dynamic CT scans. Biomedical Applications in Molecular, Structural, and Functional Imaging Marc Jason Pomeroy, Zhengrong Liang, Anthony Brehm
2017	—	`conf`	False positive reduction for wall thickness-based detection of colonic flat polyps via CT colonography. Computer-Aided Diagnosis Marc Jason Pomeroy, Lihong C. Li, Hao Han, Xinzhou Wei, Perry J. Pickhardt, Zhengrong Liang