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2020 – today
- 2023
[j9]Shu Zhang, Jinru Wu, Enze Shi
, Sigang Yu, Yongfeng Gao, Lihong Li, Licheng Ryan Kuo, Marc Jason Pomeroy, Jerome Zhengrong Liang:
MM-GLCM-CNN: A multi-scale and multi-level based GLCM-CNN for polyp classification. Comput. Medical Imaging Graph. 108: 102257 (2023)- [j8]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:
Exploring Dual-Energy CT Spectral Information for Machine Learning-Driven Lesion Diagnosis in Pre-Log Domain. IEEE Trans. Medical Imaging 42(6): 1835-1845 (2023) - [c18]Yongfeng Gao, Shaojie Chang, Marc Jason Pomeroy, Lihong Li, Zhengrong Liang:
Using virtual monoenergetic images in Karhunen-Loève domain to differentiate lesion pathology. Computer-Aided Diagnosis 2023 - [c17]Daniel Liang, David Liang, Alice Wei, Licheng Ryan Kuo, Shaojie Chang, Marc Jason Pomeroy, Yongfeng Gao:
An investigation on energy spectral information of computed tomography for machine learning in lesion classification. Computer-Aided Diagnosis 2023 - 2022
- [j7]Weiguo Cao, Marc Jason 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): 907 (2022) - [j6]Weiguo Cao, Marc Jason 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): 16 (2022) - [c16]Weiguo Cao, Marc Jason Pomeroy, Yongfeng Gao, Perry J. Pickhardt, Almas F. Abbasi, Jela Bandovic, Zhengrong Liang:
A vector representation of local image contrast patterns for lesion classification. Computer-Aided Diagnosis 2022 - [c15]Shaojie Chang, Yongfeng Gao, Marc Jason Pomeroy, Siming Lu, Zhengrong Liang:
A feasibility study of computer-aided diagnosis with DECT Bayesian reconstruction for polyp classification. Computer-Aided Diagnosis 2022 - [i1]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:
Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity. CoRR abs/2205.14029 (2022) - 2020
- [j5]Jiaxing Tan, Yongfeng Gao, Zhengrong Liang, Weiguo Cao, Marc Jason 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): 2013-2024 (2020) - [c14]Shu Zhang, Weiguo Cao, Marc Jason Pomeroy, Yongfeng Gao, Jiaxing Tan, Zhengrong Liang:
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 2020 - [c13]Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Perry J. Pickhardt, Hongbing Lu, Zhengrong Liang:
Deformation robust texture features for polyp classification via CT colonography. Computer-Aided Diagnosis 2020 - [c12]David Liang, David Wang, Alice Wei, Yeseul Choi, Shu Zhang, Marc Jason Pomeroy, Perry J. Pickhardt:
Performance investigation of deep learning vs. classifier for polyp differentiation via texture features. Computer-Aided Diagnosis 2020 - [c11]Marc Jason Pomeroy, Yi Wang, Anushka Banerjee, Almas F. Abbasi, Matthew A. Barish, Edward Sun, Juan Carlos Bucobo, Perry J. Pickhardt, Zhengrong Liang:
Integration of optical and virtual colonoscopy images for enhanced classification of colorectal polyps. Computer-Aided Diagnosis 2020
2010 – 2019
- 2019
- [j4]Shu Zhang, Fangfang Han, Zhengrong Liang, Jiaxing Tan, Weiguo Cao, Yongfeng Gao, Marc Jason 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) - [j3]Yongfeng Gao, Zhengrong Liang, William Moore, Hao Zhang, Marc Jason 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): 1981-1992 (2019) - [j2]Weiguo Cao, Marc Jason 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: 1-12 (2019) - [c10]Jiaxing Tan, Yongfeng Gao, Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Yumei Huo, Lihong Li, Zhengrong Liang:
GLCM-CNN: Gray Level Co-occurrence Matrix based CNN Model for Polyp Diagnosis. BHI 2019: 1-4 - [c9]Marc Jason 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. Computer-Aided Diagnosis 2019: 109502W - [c8]Yi Wang, Marc Jason 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. Computer-Aided Diagnosis 2019: 109502Y - [c7]Yi Wang, Marc Jason 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. Computer-Aided Diagnosis 2019: 109502V - [c6]Weiguo Cao, Marc Jason Pomeroy, Perry J. Pickhardt, Matthew A. Barish, Samuel Stanley III, Zhengrong Liang:
A local geometrical metric-based model for polyp classification. Computer-Aided Diagnosis 2019: 1095014 - [c5]Marc Jason 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. Image Perception, Observer Performance, and Technology Assessment 2019: 1095215 - 2018
- [j1]Wensheng Chen, Jie You, Bo Chen, Binbin Pan, Lihong Li, Marc Jason Pomeroy, Zhengrong Liang:
A sparse representation and dictionary learning based algorithm for image restoration in the presence of Rician noise. Neurocomputing 286: 130-140 (2018) - [c4]Marc Jason Pomeroy, Hongbing Lu, Perry J. Pickhardt, Zhengrong Liang:
Histogram-based adaptive gray level scaling for texture feature classification of colorectal polyps. Computer-Aided Diagnosis 2018: 105752A - 2017
- [c3]Marc Jason Pomeroy, Zhengrong Liang, Anthony Brehm:
Evaluation of a pulmonary strain model by registration of dynamic CT scans. Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 1013729 - [c2]Harmanpreet Singh, Lihong C. Li, Marc Jason 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. Computer-Aided Diagnosis 2017: 101340I - [c1]Marc Jason 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. Computer-Aided Diagnosis 2017: 1013434
Coauthor Index
aka: Jerome Zhengrong Liang
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