Jiaxing Tan
Jiaxing Tan
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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
LGAN: Lung segmentation in CT scans using generative adversarial network
J Tan, L Jing, Y Huo, L Li, O Akin, Y Tian
Computerized Medical Imaging and Graphics 87, 101817, 2021
Expert knowledge-infused deep learning for automatic lung nodule detection
J Tan, Y Huo, Z Liang, L Li
Journal of X-ray Science and Technology 27 (1), 17-35, 2019
Cross-modal center loss for 3D cross-modal retrieval
L Jing, E Vahdani, J Tan, Y Tian
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
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
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
A comparison study on the effect of false positive reduction in deep learning based detection for juxtapleural lung nodules: CNN VS DNN
J Tan, Y Huo, Z Liang, L Li
Proceedings of the Symposium on Modeling and Simulation in Medicine, 1-8, 2017
Sentence retrieval with sentiment-specific topical anchoring for review summarization
J Tan, A Kotov, R Pir Mohammadiani, Y Huo
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017
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
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
Apply convolutional neural network to lung nodule detection: recent progress and challenges
J Tan, Y Huo, Z Liang, L Li
Smart Health: International Conference, ICSH 2017, Hong Kong, China, June 26 …, 2017
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
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
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
Cross-modal center loss
L Jing, E Vahdani, J Tan, Y Tian
arXiv preprint arXiv:2008.03561, 2020
Machine learned texture prior from full-dose CT database via multi-modality feature selection for Bayesian reconstruction of low-dose CT
Y Gao, J Tan, Y Shi, H Zhang, S Lu, A Gupta, H Li, M Reiter, Z Liang
IEEE transactions on medical imaging 42 (11), 3129-3139, 2021
Prior knowledge driven machine learning approach for PET sinogram data denoising
S Lu, J Tan, Y Gao, Y Shi, Z Liang
Medical Imaging 2020: Physics of Medical Imaging 11312, 1064-1068, 2020
A multi-stage fusion strategy for multi-scale GLCM-CNN model in differentiating malignant from benign polyps
J Tan, S Zhang, W Cao, Y Gao, L Li, Y Huo, Z Liang
Medical Imaging 2020: Computer-Aided Diagnosis 11314, 419-423, 2020
Bayesian reconstruction of ultralow-dose CT images with texture prior from existing diagnostic full-dose CT database
Y Gao, J Tan, H Zhang, WH Moore, P Bhattacharji, A Gupta, H Li, H Lu, ...
Medical Imaging 2019: Physics of Medical Imaging 10948, 1215-1221, 2019
Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity
W Cao, MJ Pomeroy, Z Liang, Y Gao, Y Shi, J Tan, F Han, J Wang, J Ma, ...
arXiv preprint arXiv:2205.14029, 2022
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