Publications by authors named "Marc Pomeroy"

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Leveraging prior knowledge in machine intelligence to improve lesion diagnosis for early cancer detection.
Zhengrong J Liang, Shaojie Chang, Yongfeng Gao, Weiguo Cao, Licheng R Kuo, Marc J Pomeroy

Med Phys· July 2025

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Lesion Classification by Model-Based Feature Extraction: A Differential Affine Invariant Model of Soft Tissue Elasticity in CT Images.
Weiguo Cao, Marc J Pomeroy, Zhengrong Liang, Yongfeng Gao, Yongyi Shi

J Imaging Inform Med· April 2025

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Examining feature extraction and classification modules in machine learning for diagnosis of low-dose computed tomographic screening-detected lesions.
Daniel D Liang, David D Liang, Marc J Pomeroy, Yongfeng Gao, Licheng R Kuo

J Med Imaging (Bellingham)· July 2024

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MM-GLCM-CNN: A multi-scale and multi-level based GLCM-CNN for polyp classification.
Shu Zhang, Jinru Wu, Enze Shi, Sigang Yu, Yongfeng Gao, Marc Jason Pomeroy

Comput Med Imaging Graph· September 2023

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Exploring Dual-Energy CT Spectral Information for Machine Learning-Driven Lesion Diagnosis in Pre-Log Domain.
Shaojie Chang, Yongfeng Gao, Marc J Pomeroy, Ti Bai, Hao Zhang

IEEE Trans Med Imaging· June 2023

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Vector textures derived from higher order derivative domains for classification of colorectal polyps.
Weiguo Cao, Marc J Pomeroy, Zhengrong Liang, Almas F Abbasi, Perry J Pickhardt

Vis Comput Ind Biomed Art· June 2022

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An Adaptive Learning Model for Multiscale Texture Features in Polyp Classification via Computed Tomographic Colonography.
Weiguo Cao, Marc J Pomeroy, Shu Zhang, Jiaxing Tan, Zhengrong Liang

Sensors (Basel)· January 2022

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A dynamic lesion model for differentiation of malignant and benign pathologies.
Weiguo Cao, Zhengrong Liang, Yongfeng Gao, Marc J Pomeroy, Fangfang Han

Sci Rep· February 2021

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Characterization of tissue-specific pre-log Bayesian CT reconstruction by texture-dose relationship.
Yongfeng Gao, Zhengrong Liang, Yuxiang Xing, Hao Zhang, Marc Pomeroy

Med Phys· October 2020

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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 J Pomeroy

IEEE Trans Med Imaging· June 2020

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Multi-scale characterizations of colon polyps via computed tomographic colonography.
Weiguo Cao, Marc J Pomeroy, Yongfeng Gao, Matthew A Barish, Almas F Abbasi

Vis Comput Ind Biomed Art· December 2019

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An investigation of CNN models for differentiating malignant from benign lesions using small pathologically proven datasets.
Shu Zhang, Fangfang Han, Zhengrong Liang, Jiaxing Tan, Weiguo Cao, Marc Pomeroy

Comput Med Imaging Graph· October 2019

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Multilayer feature selection method for polyp classification via computed tomographic colonography.
Weiguo Cao, Zhengrong Liang, Marc J Pomeroy, Kenneth Ng, Shu Zhang

J Med Imaging (Bellingham)· October 2019

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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, Marc J Pomeroy

IEEE Trans Med Imaging· August 2019

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