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Junfeng Xiong
Junfeng Xiong
Ph.D. Columbia University; Shanghai Jiao Tong University
Verified email at cumc.columbia.edu
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Cited by
Cited by
Year
Identifying EGFR mutations in lung adenocarcinoma by noninvasive imaging using radiomics features and random forest modeling
TY Jia, JF Xiong, XY Li, W Yu, ZY Xu, XW Cai, JC Ma, YC Ren, R Larsson, ...
European radiology 29, 4742-4750, 2019
1382019
The role of PET-based radiomic features in predicting local control of esophageal cancer treated with concurrent chemoradiotherapy
J Xiong, W Yu, J Ma, Y Ren, X Fu, J Zhao
Scientific Reports 8 (1), 9902, 2018
412018
Detection of epithelial growth factor receptor (EGFR) mutations on CT images of patients with lung adenocarcinoma using radiomics and/or multi-level residual convolutionary …
XY Li, JF Xiong, TY Jia, TL Shen, RP Hou, J Zhao, XL Fu
Journal of thoracic disease 10 (12), 6624, 2018
352018
Computerized detection of lung nodules through radiomics
J Ma, Z Zhou, Y Ren, J Xiong, L Fu, Q Wang, J Zhao
Medical physics 44 (8), 4148-4158, 2017
342017
Implementation strategy of a CNN model affects the performance of CT assessment of EGFR mutation status in lung cancer patients
J Xiong, X Li, L Lu, LH Schwartz, X Fu, J Zhao, B Zhao
Ieee Access 7, 64583-64591, 2019
252019
Predicting EGFR mutation status in lung adenocarcinoma presenting as ground-glass opacity: utilizing radiomics model in clinical translation
B Cheng, H Deng, Y Zhao, J Xiong, P Liang, C Li, H Liang, J Shi, J Li, ...
European Radiology 32 (9), 5869-5879, 2022
192022
Identifying epidermal growth factor receptor mutation status in patients with lung adenocarcinoma by three-dimensional convolutional neural networks
JF Xiong, TY Jia, XY Li, W Yu, ZY Xu, XW Cai, L Fu, J Zhang, BJ Qin, ...
The British Journal of Radiology 91 (1092), 20180334, 2018
192018
Improved false positive reduction by novel morphological features for computer-aided polyp detection in CT colonography
Y Ren, J Ma, J Xiong, Y Chen, L Lu, J Zhao
IEEE journal of biomedical and health informatics 23 (1), 324-333, 2018
192018
High-performance CAD-CTC scheme using shape index, multiscale enhancement filters, and radiomic features
Y Ren, J Ma, J Xiong, L Lu, J Zhao
IEEE Transactions on Biomedical Engineering 64 (8), 1924-1934, 2016
132016
A 3D convolutional neural network framework for polyp candidates detection on the limited dataset of CT colonography
Y Chen, Y Ren, L Fu, J Xiong, R Larsson, X Xu, J Sun, J Zhao
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
122018
Predicting tyrosine kinase inhibitor treatment response in stage IV lung adenocarcinoma patients with EGFR mutation using model-based deep transfer learning
R Hou, X Li, J Xiong, T Shen, W Yu, LH Schwartz, B Zhao, J Zhao, X Fu
Frontiers in oncology 11, 679764, 2021
92021
Automatic delineation of the clinical target volume in rectal Cancer for Radiation Therapy using three-dimensional fully convolutional neural networks
R Larsson, JF Xiong, Y Song, YZ Chen, X Xiaowei, P Zhang, J Zhao
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
82018
Lung field segmentation using weighted sparse shape composition with robust initialization
J Xiong, Y Shao, J Ma, Y Ren, Q Wang, J Zhao
Medical physics 44 (11), 5916-5929, 2017
82017
Predicting malignancy and invasiveness of pulmonary subsolid nodules on CT images using deep learning
T Shen, R Hou, X Ye, X Li, J Xiong, Q Zhang, C Zhang, X Cai, W Yu, ...
Frontiers in Oncology 11, 700158, 2021
62021
Mix-and-interpolate: a training strategy to deal with source-biased medical data
Y Li, J Chen, D Wei, Y Zhu, J Wu, J Xiong, Y Gang, W Sun, H Xu, T Qian, ...
IEEE Journal of Biomedical and Health Informatics 26 (1), 172-182, 2021
42021
MA 14.12 Detecting Epidermal Growth Factor Receptor Mutation Status in Patients with Lung Adenocarcinoma Using Radiomics and Random Forest
T Jia, J Xiong, X Li, J Ma, Y Ren, Z Xu, X Cai, J Zhang, J Zhao, X Fu
Journal of Thoracic Oncology 12 (11), S1860, 2017
32017
P3. 13-022 3D CNNs for recognition of epidermal growth factor receptor mutation status in patients with lung adenocarcinoma
J Xiong, T Jia, X Li, L Fu, Z Xu, X Cai, J Zhang, X Fu, J Zhao
Journal of Thoracic Oncology 12 (11), S2324, 2017
22017
P02. 01 Evaluation of PFS for Pulmonary Adenocarcinoma Patient Treated With EGFR Tyrosine Kinase Inhibitors Using Deep Learning Based on CT Image
J Xiong, X Li, R Hou, T Shen, J Wu, Y Zhu, X Fu, J Zhao
Journal of Thoracic Oncology 16 (3), S246, 2021
2021
3D CNN for Prediction of PFS in Patient Receiving First-Line TKI Treatment Using CT Image
J XIONG, X Li, R Hou, T Shen, J Wu, Y Zhu, R Li, J Zhao, X Fu
European Congress of Radiology-ECR 2020, 2020
2020
BJR UNCORRECTED PROOFS
JF Xiong, TY Jia, XY Li, W Yu, ZY Xu, XW Cai, L Fu, J Zhang, BJ Qin, ...
2018
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