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Guangyu Tao
Guangyu Tao
Department of Radiology, Shanghai Chest Hospital, Shanghai Jiao Tong University
Verified email at shsmu.edu.cn
Title
Cited by
Cited by
Year
Prediction of pathologic stage in non-small cell lung cancer using machine learning algorithm based on CT image feature analysis
L Yu, G Tao, L Zhu, G Wang, Z Li, J Ye, Q Chen
BMC cancer 19, 1-12, 2019
942019
Flexible bronchoscopy-guided microwave ablation in peripheral porcine lung: a new minimally-invasive ablation
HB Yuan, XY Wang, JY Sun, FF Xie, XX Zheng, GY Tao, L Pan, ...
Translational lung cancer research 8 (6), 787, 2019
402019
Predicting the epidemics trend of COVID-19 using epidemiological-based generative adversarial networks
H Wang, G Tao, J Ma, S Jia, L Chi, H Yang, Z Zhao, J Tao
IEEE Journal of Selected Topics in Signal Processing 16 (2), 276-288, 2022
302022
AlignShift: Bridging the Gap of Imaging Thickness in 3D Anisotropic Volumes
J Yang, Y He, X Huang, J Xu, X Ye, G Tao, B Ni
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
242020
Pre-immunotherapy contrast-enhanced CT texture-based classification: a useful approach to non-small cell lung cancer immunotherapy efficacy prediction
L Shen, H Fu, G Tao, X Liu, Z Yuan, X Ye
Frontiers in Oncology 11, 591106, 2021
212021
Prediction of future imagery of lung nodule as growth modeling with follow-up computed tomography scans using deep learning: a retrospective cohort study
G Tao, L Zhu, Q Chen, L Yin, Y Li, J Yang, B Ni, Z Zhang, CW Koo, ...
Translational Lung Cancer Research 11 (2), 250, 2022
192022
Learning tumor growth via follow-up volume prediction for lung nodules
Y Li, J Yang, Y Xu, J Xu, X Ye, G Tao, X Xie, G Liu
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
162020
Impact of surgery and adjuvant chemotherapy on the survival of stage I lung adenocarcinoma patients with tumor spread through air spaces
Y Lv, S Li, Z Liu, Z Ren, J Zhao, G Tao, Z Zheng, Y Han, B Ye
Lung Cancer 177, 51-58, 2023
152023
A comprehensive review of artificial intelligence in prevention and treatment of COVID-19 pandemic
H Wang, S Jia, Z Li, Y Duan, G Tao, Z Zhao
Frontiers in Genetics 13, 845305, 2022
152022
OCT4&SOX2‐specific cytotoxic T lymphocytes plus programmed cell death protein 1 inhibitor presented with synergistic effect on killing lung cancer stem‐like cells in vitro and …
X Zhang, F Hu, C Li, X Zheng, B Zhang, H Wang, G Tao, J Xu, Y Zhang, ...
Journal of Cellular Physiology 234 (5), 6758-6768, 2019
132019
Accurate prediction of epidermal growth factor receptor mutation status in early‐stage lung adenocarcinoma, using radiomics and clinical features
H Zhu, Y Song, Z Huang, L Zhang, Y Chen, G Tao, Y She, X Sun, H Yu
Asia‐Pacific Journal of Clinical Oncology 18 (6), 586-594, 2022
102022
Dependence of radiomic features on pixel size affects the diagnostic performance of radiomic signature for the invasiveness of pulmonary ground-glass nodule
G Tao, L Yin, D Shi, J Ye, Z Lu, Z Zhou, Y Yu, X Ye, H Yu
The British Journal of Radiology 94 (1118), 20200089, 2021
72021
Longitudinal prediction of lung nodule invasiveness by sequential modelling with common clinical computed tomography (CT) measurements: a prediction accuracy study
G Tao, D Shi, L Yu, C Chen, Z Zhang, CM Park, E Szurowska, Y Chen, ...
Translational Lung Cancer Research 11 (5), 845, 2022
62022
Prognostic and predictive value of radiomic signature in stage I lung adenocarcinomas following complete lobectomy
W Nie, G Tao, Z Lu, J Qian, Y Ge, S Wang, X Zhang, H Zhong, H Yu
Journal of Translational Medicine 20 (1), 339, 2022
42022
Identifying autism spectrum disorder from multi-modal data with privacy-preserving
H Wang, H Jing, J Yang, C Liu, L Hu, G Tao, Z Zhao, N Shen
npj Mental Health Research 3 (1), 15, 2024
32024
Beyond radiologist-level liver lesion detection on multi-phase contrast-enhanced CT images by deep learning
L Wu, H Wang, Y Chen, X Zhang, T Zhang, N Shen, G Tao, Z Sun, Y Ding, ...
Iscience 26 (11), 2023
32023
A CT-based radiomics integrated model for discriminating pulmonary cryptococcosis granuloma from lung adenocarcinoma—a diagnostic test
B Hu, W Xia, S Piao, J Xiong, Y Tang, H Yu, G Tao, L Sun, M Shen, ...
Translational Lung Cancer Research 12 (8), 1790, 2023
22023
An interpretable deep embedding model for few and imbalanced biomedical data
H Wang, J Yang, G Tao, J Ma, L Chi, J Wu, Z Zhao
IEEE Journal of Biomedical and Health Informatics, 2022
22022
The effectiveness of deep learning techniques in differentiating benign and malignant lung nodules on target CT scans
G Tao, J Ye, X Ye, L MAO, L YU, Z Zhou, X Li
Chinese Journal of Radiology, 952-956, 2019
12019
Radiomic signatures of brain metastases on MRI: utility in predicting pathological subtypes of lung cancer
L Sun, S Luan, L Yu, H Zhu, H Dong, X Liu, G Tao, P He, Q Li, W Chen, ...
Translational Cancer Research 13 (12), 6825, 2024
2024
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