Yongfeng Gao

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 28

Top Topics

Image Derivatives

Vector Representation

Pulmonary Nodules

Top Venues

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Medical Imaging

Vis. Comput. Ind. Biomed. Art

Publications

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. Medical Imaging: Computer-Aided Diagnosis (2023)
Yongfeng Gao, Siming Lu, Yongyi Shi, Shaojie Chang, Hao Zhang, Wei Hou, Lihong Li, Zhengrong Liang
A Joint-Parameter Estimation and Bayesian Reconstruction Approach to Low-Dose CT. Sensors 23 (3) (2023)
Yongfeng Gao, Jiaxing Tan, Yongyi Shi, Hao Zhang, Siming Lu, Amit Gupta, Haifang Li, Michael Reiter, Zhengrong Liang
Machine Learned Texture Prior From Full-Dose CT Database via Multi-Modality Feature Selection for Bayesian Reconstruction of Low-Dose CT. IEEE Trans. Medical Imaging 42 (11) (2023)
Yongfeng Gao, Shaojie Chang, Marc Jason Pomeroy, Lihong Li, Zhengrong Liang
Using virtual monoenergetic images in Karhunen-Loève domain to differentiate lesion pathology. Medical Imaging: Computer-Aided Diagnosis (2023)
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 (2023)
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)
Shuheng Cao, Ethan Yu, Aidan Clarke, Yongfeng Gao, Lihong Li
Multi-channel medical image segmentation method in Hessian domain. Medical Imaging: Computer-Aided Diagnosis (2022)
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. Medical Imaging: Computer-Aided Diagnosis (2022)
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)
Shu Zhang, Jinru Wu, Sigang Yu, Ruoyang Wang, Enze Shi, Yongfeng Gao, Zhengrong Liang
A Bagging Strategy-Based Multi-scale Texture GLCM-CNN Model for Differentiating Malignant from Benign Lesions Using Small Pathologically Proven Dataset. MMMI@MICCAI (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)
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. Medical Imaging: Computer-Aided Diagnosis (2022)
Vincent Wang, Alice Wei, Jiaxing Tan, Siming Lu, Weiguo Cao, Yongfeng Gao
A comparison study of deep learning designs for improving low-dose CT denoising. Medical Imaging: Image Processing (2021)
Yue-E Wang, Yongfeng Gao, Di Wu, Ben Niu
Interval observer-based event-triggered control for switched linear systems. J. Frankl. Inst. 357 (10) (2020)
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)
Yongfeng Gao, Xi-Ming Sun, Xian Du, Wei Wang
Event-based triggering mechanisms for nonlinear control systems. Sci. China Inf. Sci. 63 (5) (2020)
Jiaxing Tan, Shu Zhang, Weiguo Cao, Yongfeng Gao, Lihong Li, Yumei Huo, Zhengrong Liang
A multi-stage fusion strategy for multi-scale GLCM-CNN model in differentiating malignant from benign polyps. Medical Imaging: Computer-Aided Diagnosis (2020)
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. Medical Imaging: Computer-Aided Diagnosis (2020)
Yongyi Shi, Yongfeng Gao, Yanbo Zhang, Junqi Sun, Xuanqin Mou, Zhengrong Liang
Spectral CT Reconstruction via Low-Rank Representation and Region-Specific Texture Preserving Markov Random Field Regularization. IEEE Trans. Medical Imaging 39 (10) (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)
Yongfeng Gao, Jiaxing Tan, Zhengrong Liang, Lihong Li, Yumei Huo
Improved computer-aided detection of pulmonary nodules via deep learning in the sinogram domain. Vis. Comput. Ind. Biomed. Art 2 (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)
Yongfeng Gao, Yongyi Shi, Weiguo Cao, Shu Zhang, Zhengrong Liang
Energy enhanced tissue texture in spectral computed tomography for lesion classification. Vis. Comput. Ind. Biomed. Art 2 (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)
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)
Jiaxing Tan, Yongfeng Gao, Yumei Huo, Lihong Li, Zhengrong Liang
Sharpness preserved sinogram synthesis using convolutional neural network for sparse-view CT imaging. Medical Imaging: Image Processing (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)