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Yongfeng Gao
Yongfeng Gao
Stony Brook University
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Year
3D-GLCM CNN: A 3-dimensional gray-level Co-occurrence matrix-based CNN model for polyp classification via CT colonography
J Tan, Y Gao, Z Liang, W Cao, MJ Pomeroy, Y Huo, L Li, MA Barish, ...
IEEE transactions on medical imaging 39 (6), 2013-2024, 2019
962019
An investigation of CNN models for differentiating malignant from benign lesions using small pathologically proven datasets
S Zhang, F Han, Z Liang, J Tan, W Cao, Y Gao, M Pomeroy, K Ng, W Hou
Computerized Medical Imaging and Graphics 77, 101645, 2019
452019
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
Y Gao, Z Liang, W Moore, H Zhang, MJ Pomeroy, JA Ferretti, TV Bilfinger, ...
IEEE transactions on medical imaging 38 (8), 1981-1992, 2019
282019
GLCM-CNN: gray level co-occurrence matrix based CNN model for polyp diagnosis
J Tan, Y Gao, W Cao, M Pomeroy, S Zhang, Y Huo, L Li, Z Liang
2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019
222019
A task-dependent investigation on dose and texture in CT image reconstruction
Y Gao, Z Liang, H Zhang, J Yang, J Ferretti, T Bilfinger, K Yaddanapudi, ...
IEEE transactions on radiation and plasma medical sciences 4 (4), 441-449, 2019
132019
Spectral CT reconstruction via low-rank representation and region-specific texture preserving Markov random field regularization
Y Shi, Y Gao, Y Zhang, J Sun, X Mou, Z Liang
IEEE transactions on medical imaging 39 (10), 2996-3007, 2020
102020
A dynamic lesion model for differentiation of malignant and benign pathologies
W Cao, Z Liang, Y Gao, MJ Pomeroy, F Han, A Abbasi, PJ Pickhardt
Scientific Reports 11 (1), 3485, 2021
92021
Characterization of tissue‐specific pre‐log Bayesian CT reconstruction by texture–dose relationship
Y Gao, Z Liang, Y Xing, H Zhang, M Pomeroy, S Lu, J Ma, H Lu, W Moore
Medical physics 47 (10), 5032-5047, 2020
92020
Multi-scale characterizations of colon polyps via computed tomographic colonography
W Cao, MJ Pomeroy, Y Gao, MA Barish, AF Abbasi, PJ Pickhardt, Z Liang
Visual Computing for Industry, Biomedicine, and Art 2, 1-12, 2019
82019
Improved computer-aided detection of pulmonary nodules via deep learning in the sinogram domain
Y Gao, J Tan, Z Liang, L Li, Y Huo
Visual Computing for Industry, Biomedicine, and Art 2, 1-9, 2019
82019
Multilayer feature selection method for polyp classification via computed tomographic colonography
W Cao, Z Liang, MJ Pomeroy, K Ng, S Zhang, Y Gao, PJ Pickhardt, ...
Journal of Medical Imaging 6 (4), 044503-044503, 2019
82019
Sharpness preserved sinogram synthesis using convolutional neural network for sparse-view CT imaging
J Tan, Y Gao, Y Huo, L Li, Z Liang
Medical Imaging 2019: Image Processing 10949, 102-109, 2019
82019
An adaptive learning model for multiscale texture features in polyp classification via computed tomographic colonography
W Cao, MJ Pomeroy, S Zhang, J Tan, Z Liang, Y Gao, AF Abbasi, ...
Sensors 22 (3), 907, 2022
72022
A machine learning approach to construct a tissue-specific texture prior from previous full-dose CT for Bayesian reconstruction of current ultralow-dose CT images
Y Gao, J Tan, Y Shi, S Lu, Z Liang
15th International Meeting on Fully Three-Dimensional Image Reconstruction …, 2019
62019
Different lung nodule detection tasks at different dose levels by different computed tomography image reconstruction strategies
Z Liang, H Zhang, Y Gao, J Yang, J Ferretti, T Bilfinger, K Yaddanapudi, ...
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference …, 2018
62018
Constructing a tissue-specific texture prior by machine learning from previous full-dose scan for Bayesian reconstruction of current ultralow-dose CT images
Y Gao, J Tan, Y Shi, S Lu, A Gupta, H Li, Z Liang
Journal of Medical Imaging 7 (3), 032502-032502, 2020
52020
Polyp classification by Weber’s Law as texture descriptor for clinical colonoscopy
Y Wang, M Pomeroy, W Cao, Y Gao, E Sun, S Stanley III, JC Bucobo, ...
Medical Imaging 2019: Computer-Aided Diagnosis 10950, 734-738, 2019
52019
MM-GLCM-CNN: A multi-scale and multi-level based GLCM-CNN for polyp classification
S Zhang, J Wu, E Shi, S Yu, Y Gao, LC Li, LR Kuo, MJ Pomeroy, ZJ Liang
Computerized Medical Imaging and Graphics 108, 102257, 2023
42023
Energy enhanced tissue texture in spectral computed tomography for lesion classification
Y Gao, Y Shi, W Cao, S Zhang, Z Liang
Visual Computing for Industry, Biomedicine, and Art 2, 1-12, 2019
42019
A feasibility study of computer-aided diagnosis with DECT Bayesian reconstruction for polyp classification
S Chang, Y Gao, MJ Pomeroy, S Lu, Z Liang
Medical Imaging 2022: Computer-Aided Diagnosis 12033, 15-19, 2022
32022
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