The applications of radiomics in precision diagnosis and treatment of oncology: opportunities and challenges Z Liu, S Wang, D Dong, J Wei, C Fang, X Zhou, K Sun, L Li, B Li, M Wang, ... Theranostics 9 (5), 1303, 2019 | 682 | 2019 |
Multi-crop convolutional neural networks for lung nodule malignancy suspiciousness classification W Shen, M Zhou, F Yang, D Yu, D Dong, C Yang, Y Zang, J Tian Pattern Recognition 61, 663-673, 2017 | 644 | 2017 |
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 | 481 | 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 | 469 | 2017 |
The role of imaging in the detection and management of COVID-19: a review D Dong, Z Tang, S Wang, H Hui, L Gong, Y Lu, Z Xue, H Liao, F Chen, ... IEEE reviews in biomedical engineering 14, 16-29, 2020 | 427 | 2020 |
Predicting EGFR mutation status in lung adenocarcinoma on computed tomography image using deep learning S Wang, J Shi, Z Ye, D Dong, D Yu, M Zhou, Y Liu, O Gevaert, K Wang, ... European Respiratory Journal 53 (3), 2019 | 355 | 2019 |
Development and validation of an individualized nomogram to identify occult peritoneal metastasis in patients with advanced gastric cancer D Dong, L Tang, ZY Li, MJ Fang, JB Gao, XH Shan, XJ Ying, YS Sun, J Fu, ... Annals of Oncology 30 (3), 431-438, 2019 | 349 | 2019 |
Prognostic value of deep learning PET/CT-based radiomics: potential role for future individual induction chemotherapy in advanced nasopharyngeal carcinoma H Peng, D Dong, MJ Fang, L Li, LL Tang, L Chen, WF Li, YP Mao, W Fan, ... Clinical Cancer Research 25 (14), 4271-4279, 2019 | 273 | 2019 |
Deep learning radiomic nomogram can predict the number of lymph node metastasis in locally advanced gastric cancer: an international multicenter study D Dong, MJ Fang, L Tang, XH Shan, JB Gao, F Giganti, RP Wang, X Chen, ... Annals of oncology 31 (7), 912-920, 2020 | 255 | 2020 |
Can CT-based radiomics signature predict KRAS/NRAS/BRAF mutations in colorectal cancer? L Yang, D Dong, M Fang, Y Zhu, Y Zang, Z Liu, H Zhang, J Ying, X Zhao, ... European radiology 28, 2058-2067, 2018 | 204 | 2018 |
Radiomic signature as a diagnostic factor for histologic subtype classification of non-small cell lung cancer X Zhu, D Dong, Z Chen, M Fang, L Zhang, J Song, D Yu, Y Zang, Z Liu, ... European radiology 28, 2772-2778, 2018 | 188 | 2018 |
The development and validation of a CT-based radiomics signature for the preoperative discrimination of stage I-II and stage III-IV colorectal cancer C Liang, Y Huang, L He, X Chen, Z Ma, D Dong, J Tian, C Liang, Z Liu Oncotarget 7 (21), 31401, 2016 | 182 | 2016 |
Radiomic nomogram for prediction of axillary lymph node metastasis in breast cancer L Han, Y Zhu, Z Liu, T Yu, C He, W Jiang, Y Kan, D Dong, J Tian, Y Luo European radiology 29, 3820-3829, 2019 | 176 | 2019 |
A new approach to predict progression-free survival in stage IV EGFR-mutant NSCLC patients with EGFR-TKI therapy J Song, J Shi, D Dong, M Fang, W Zhong, K Wang, N Wu, Y Huang, Z Liu, ... Clinical Cancer Research 24 (15), 3583-3592, 2018 | 170 | 2018 |
Evolutionary nonnegative matrix factorization algorithms for community detection in dynamic networks X Ma, D Dong IEEE transactions on knowledge and data engineering 29 (5), 1045-1058, 2017 | 158 | 2017 |
2D and 3D CT radiomics features prognostic performance comparison in non-small cell lung cancer C Shen, Z Liu, M Guan, J Song, Y Lian, S Wang, Z Tang, D Dong, L Kong, ... Translational oncology 10 (6), 886-894, 2017 | 151 | 2017 |
Community detection in multi-layer networks using joint nonnegative matrix factorization X Ma, D Dong, Q Wang IEEE Transactions on Knowledge and Data Engineering 31 (2), 273-286, 2018 | 145 | 2018 |
Radiomics signature: a biomarker for the preoperative discrimination of lung invasive adenocarcinoma manifesting as a ground-glass nodule L Fan, MJ Fang, ZB Li, WT Tu, SP Wang, WF Chen, J Tian, D Dong, ... European radiology 29, 889-897, 2019 | 142 | 2019 |
Predicting response to immunotherapy in advanced non-small-cell lung cancer using tumor mutational burden radiomic biomarker B He, D Dong, Y She, C Zhou, M Fang, Y Zhu, H Zhang, Z Huang, T Jiang, ... Journal for immunotherapy of cancer 8 (2), 2020 | 136 | 2020 |
Multi-parametric MRI-based radiomics signature for discriminating between clinically significant and insignificant prostate cancer: Cross-validation of a machine learning method X Min, M Li, D Dong, Z Feng, P Zhang, Z Ke, H You, F Han, H Ma, J Tian, ... European journal of radiology 115, 16-21, 2019 | 134 | 2019 |