dongsheng gu
dongsheng gu
Institute of Automation, Chinese Academic of Sciences
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Central focused convolutional neural networks: Developing a data-driven model for lung nodule segmentation
S Wang, M Zhou, Z Liu, Z Liu, D Gu, Y Zang, D Dong, O Gevaert, J Tian
Medical image analysis 40, 172-183, 2017
Radiomics features of multiparametric MRI as novel prognostic factors in advanced nasopharyngeal carcinoma
B Zhang, J Tian, D Dong, D Gu, Y Dong, L Zhang, Z Lian, J Liu, X Luo, ...
Clinical Cancer Research 23 (15), 4259-4269, 2017
Radiomic machine-learning classifiers for prognostic biomarkers of advanced nasopharyngeal carcinoma
B Zhang, X He, F Ouyang, D Gu, Y Dong, L Zhang, X Mo, W Huang, J Tian, ...
Cancer letters 403, 21-27, 2017
A radiomics nomogram for preoperative prediction of microvascular invasion in hepatocellular carcinoma
L Yang, D Gu, J Wei, C Yang, S Rao, W Wang, C Chen, Y Ding, J Tian, ...
Liver cancer 8 (5), 373-386, 2019
Preoperative radiomics nomogram for microvascular invasion prediction in hepatocellular carcinoma using contrast-enhanced CT
X Ma, J Wei, D Gu, Y Zhu, B Feng, M Liang, S Wang, X Zhao, J Tian
European radiology 29, 3595-3605, 2019
CT radiomics may predict the grade of pancreatic neuroendocrine tumors: a multicenter study
D Gu, Y Hu, H Ding, J Wei, K Chen, H Liu, M Zeng, J Tian
European radiology 29, 6880-6890, 2019
Pretreatment prediction of immunoscore in hepatocellular cancer: a radiomics-based clinical model based on Gd-EOB-DTPA-enhanced MRI imaging
S Chen, S Feng, J Wei, F Liu, B Li, X Li, Y Hou, D Gu, M Tang, H Xiao, ...
European radiology 29, 4177-4187, 2019
A multi-sequence and habitat-based MRI radiomics signature for preoperative prediction of MGMT promoter methylation in astrocytomas with prognostic implication
J Wei, G Yang, X Hao, D Gu, Y Tan, X Wang, D Dong, S Zhang, L Wang, ...
European radiology 29, 877-888, 2019
Radiomics in liver diseases: Current progress and future opportunities
J Wei, H Jiang, D Gu, M Niu, F Fu, Y Han, B Song, J Tian
Liver International 40 (9), 2050-2063, 2020
Prediction early recurrence of hepatocellular carcinoma eligible for curative ablation using a Radiomics nomogram
C Yuan, Z Wang, D Gu, J Tian, P Zhao, J Wei, X Yang, X Hao, D Dong, ...
Cancer Imaging 19, 1-12, 2019
Non-invasive genotype prediction of chromosome 1p/19q co-deletion by development and validation of an MRI-based radiomics signature in lower-grade gliomas
Y Han, Z Xie, Y Zang, S Zhang, D Gu, M Zhou, O Gevaert, J Wei, C Li, ...
Journal of neuro-oncology 140, 297-306, 2018
Radiomics analysis enables recurrence prediction for hepatocellular carcinoma after liver transplantation
D Guo, D Gu, H Wang, J Wei, Z Wang, X Hao, Q Ji, S Cao, Z Song, J Jiang, ...
European journal of radiology 117, 33-40, 2019
A radiomics-based biomarker for cytokeratin 19 status of hepatocellular carcinoma with gadoxetic acid–enhanced MRI
W Wang, D Gu, J Wei, Y Ding, L Yang, K Zhu, R Luo, SX Rao, J Tian, ...
European radiology 30, 3004-3014, 2020
Prediction of histopathologic growth patterns of colorectal liver metastases with a noninvasive imaging method
J Cheng, J Wei, T Tong, W Sheng, Y Zhang, Y Han, D Gu, N Hong, Y Ye, ...
Annals of Surgical Oncology 26, 4587-4598, 2019
Radiomic nomogram: pretreatment evaluation of local recurrence in nasopharyngeal carcinoma based on MR imaging
L Zhang, H Zhou, D Gu, J Tian, B Zhang, D Dong, X Mo, J Liu, X Luo, ...
Journal of Cancer 10 (18), 4217, 2019
Prediction of microvascular invasion in hepatocellular carcinoma via deep learning: a multi-center and prospective validation study
J Wei, H Jiang, M Zeng, M Wang, M Niu, D Gu, H Chong, Y Zhang, F Fu, ...
Cancers 13 (10), 2368, 2021
MRI‐based radiomics signature: a potential biomarker for identifying glypican 3‐positive hepatocellular carcinoma
D Gu, Y Xie, J Wei, W Li, Z Ye, Z Zhu, J Tian, X Li
Journal of Magnetic Resonance Imaging 52 (6), 1679-1687, 2020
Deep learning‐based radiomics predicts response to chemotherapy in colorectal liver metastases
J Wei, J Cheng, D Gu, F Chai, N Hong, Y Wang, J Tian
Medical Physics 48 (1), 513-522, 2021
Identification of predominant histopathological growth patterns of colorectal liver metastasis by multi-habitat and multi-sequence based radiomics analysis
Y Han, F Chai, J Wei, Y Yue, J Cheng, D Gu, Y Zhang, T Tong, W Sheng, ...
Frontiers in oncology 10, 1363, 2020
Radiomics based on MRI as a biomarker to guide therapy by predicting upgrading of prostate cancer from biopsy to radical prostatectomy
G Zhang, Y Han, J Wei, Y Qi, D Gu, J Lei, W Yan, Y Xiao, H Xue, F Feng, ...
Journal of Magnetic Resonance Imaging 52 (4), 1239-1248, 2020
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